{"id":174006,"date":"2025-02-10T11:13:51","date_gmt":"2025-02-10T11:13:51","guid":{"rendered":"https:\/\/flypix.ai\/?p=174006"},"modified":"2025-02-10T11:13:53","modified_gmt":"2025-02-10T11:13:53","slug":"deep-learning-segmentation","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/deep-learning-segmentation\/","title":{"rendered":"\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928: \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092e\u0947\u0902 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u0907\u092e\u0947\u091c \u0915\u094b \u0938\u093e\u0930\u094d\u0925\u0915 \u0916\u0902\u0921\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0938\u093e\u0925, \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0915\u093e\u092b\u0940 \u0909\u0928\u094d\u0928\u0924 \u0939\u0941\u0908 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u0902\u092d\u0935 \u0939\u0941\u0906 \u0939\u0948\u0964 \u092f\u0939 \u0932\u0947\u0916 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0907\u0938\u0915\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902, \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0914\u0930 \u0938\u092c\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u0917\u0939\u0928 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-1024x576.jpg\" alt=\"\" class=\"wp-image-173802\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-4-1024x576.jpg 1024w, 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\u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u0938\u093e\u0930\u094d\u0925\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0938\u092e\u091d \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u091b\u0935\u093f \u0915\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u091b\u0935\u093f \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u0939\u093e\u0901 \u090f\u0915 \u092a\u0942\u0930\u0940 \u091b\u0935\u093f \u0915\u094b \u090f\u0915 \u0939\u0940 \u0932\u0947\u092c\u0932 \u0926\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0935\u093f\u092d\u093e\u091c\u0928 \u0905\u0932\u0917-\u0905\u0932\u0917 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0932\u0947\u092c\u0932 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u091b\u0935\u093f \u0915\u0947 \u092d\u0940\u0924\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u0938\u094d\u0924\u0941\u0913\u0902, \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u092f\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u091f\u0940\u0915 \u0905\u0902\u0924\u0930 \u0915\u0930\u0928\u093e \u0938\u0902\u092d\u0935 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0907\u092e\u0947\u091c\u093f\u0902\u0917, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917, \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u0909\u092a\u0917\u094d\u0930\u0939 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0938\u0939\u093f\u0924 \u0915\u0908 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0935\u0930\u0923 \u0915\u093e \u092f\u0939 \u0938\u094d\u0924\u0930 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u093f\u0938\u0940 \u091b\u0935\u093f \u0915\u094b \u0916\u0902\u0921\u093f\u0924 \u0915\u0930\u0915\u0947, \u0915\u091a\u094d\u091a\u0947 \u0926\u0943\u0936\u094d\u092f \u0921\u0947\u091f\u093e \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u094b \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u092c\u091c\u093e\u092f \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092a\u0939\u091a\u093e\u0928, \u0909\u0928\u094d\u0928\u0924 \u092b\u0940\u091a\u0930 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0923 \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092e\u0947\u0902 \u090f\u0915 \u092e\u094c\u0932\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948 \u091c\u094b \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u0930\u0902\u0917, \u092c\u0928\u093e\u0935\u091f \u092f\u093e \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0940\u092e\u093e\u0913\u0902 \u091c\u0948\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u090f\u0915 \u091b\u0935\u093f \u0915\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0924\u0915\u0928\u0940\u0915 \u0909\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u091c\u093f\u0928\u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0914\u0930 \u0930\u093f\u092e\u094b\u091f \u0938\u0947\u0902\u0938\u093f\u0902\u0917\u0964 \u0915\u093e\u0930\u094d\u092f \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0914\u0930 \u0906\u0935\u0936\u094d\u092f\u0915 \u0935\u093f\u0935\u0930\u0923 \u0915\u0947 \u0938\u094d\u0924\u0930 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930, \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092e\u094b\u091f\u0947 \u0924\u094c\u0930 \u092a\u0930, \u0907\u0938\u0947 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u092a\u0948\u0928\u094b\u092a\u094d\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0938\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0905\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u0940 \u092a\u0942\u0930\u094d\u0924\u093f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0915\u093f\u0938\u0940 \u0926\u0940 \u0917\u0908 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u091c\u093c\u0928 \u0938\u093f\u0938\u094d\u091f\u092e \u092e\u0947\u0902 \u0909\u091a\u094d\u091a \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0905\u0930\u094d\u0925\u0917\u0924 \u0935\u093f\u092d\u093e\u091c\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0935\u093f\u0927\u093f \u0939\u0948 \u091c\u094b \u0915\u093f\u0938\u0940 \u091b\u0935\u093f \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u090f\u0915 \u0936\u094d\u0930\u0947\u0923\u0940 \u0932\u0947\u092c\u0932 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u092f\u0939 \u090f\u0915 \u0939\u0940 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u094d\u0932\u093e\u0938 \u0915\u0947 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u090f\u0915 \u0938\u0921\u093c\u0915 \u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, \u0938\u092d\u0940 \u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u090f\u0915 \u0939\u0940 &quot;\u0915\u093e\u0930&quot; \u0932\u0947\u092c\u0932 \u0926\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u092d\u0932\u0947 \u0939\u0940 \u0935\u0947 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0935\u093e\u0939\u0928 \u0939\u094b\u0902\u0964<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928:<\/strong> \u0938\u0921\u093c\u0915\u094b\u0902, \u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u093f\u092f\u094b\u0902, \u0935\u093e\u0939\u0928\u094b\u0902 \u0914\u0930 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917:<\/strong> \u0905\u0902\u0917\u094b\u0902, \u091f\u094d\u092f\u0942\u092e\u0930 \u0914\u0930 \u0936\u093e\u0930\u0940\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u094b \u0916\u0902\u0921\u093f\u0924 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u092d\u0942\u092e\u093f \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930, \u0935\u0928\u0938\u094d\u092a\u0924\u093f \u0914\u0930 \u091c\u0932 \u0928\u093f\u0915\u093e\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0909\u0926\u093e\u0939\u0930\u0923 \u0935\u093f\u092d\u093e\u091c\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0928 \u0915\u0947\u0935\u0932 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0915\u0947 \u092c\u0932\u094d\u0915\u093f \u090f\u0915 \u0939\u0940 \u0935\u0930\u094d\u0917 \u0915\u0940 \u0915\u0908 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0930\u0915\u0947 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u092f\u0939 \u0939\u0948 \u0915\u093f \u0915\u093f\u0938\u0940 \u091b\u0935\u093f \u092e\u0947\u0902 \u0938\u092d\u0940 \u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u090f\u0915 \u0938\u093e\u092e\u093e\u0928\u094d\u092f &quot;\u0915\u093e\u0930&quot; \u0932\u0947\u092c\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0932\u0947\u092c\u0932 \u0915\u0930\u0928\u0947 \u0915\u0947 \u092c\u091c\u093e\u092f, \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0935\u093e\u0939\u0928 \u0915\u094b \u0905\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u092a\u0939\u091a\u093e\u0928\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0916\u0941\u0926\u0930\u093e \u090f\u0935\u0902 \u0928\u093f\u0917\u0930\u093e\u0928\u0940:<\/strong> \u0915\u093f\u0938\u0940 \u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902 \u0905\u0928\u0947\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e \u0914\u0930 \u0909\u0928\u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0915\u0943\u0937\u093f:<\/strong> \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u091f\u093e\u0908 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917-\u0905\u0932\u0917 \u092a\u094c\u0927\u094b\u0902 \u092f\u093e \u092b\u0932\u094b\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917:<\/strong> \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0905\u0924\u093f\u0935\u094d\u092f\u093e\u092a\u0940 \u0915\u094b\u0936\u093f\u0915\u093e\u0913\u0902 \u092f\u093e \u090a\u0924\u0915\u094b\u0902 \u092e\u0947\u0902 \u0905\u0902\u0924\u0930 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092c\u0947\u0939\u0924\u0930 \u0917\u094d\u0930\u0948\u0928\u094d\u092f\u0941\u0932\u0948\u0930\u093f\u091f\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0905\u0915\u094d\u0938\u0930 \u0926\u0943\u0936\u094d\u092f \u0938\u092e\u091d \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u092f\u094b\u091c\u0928 \u092e\u0947\u0902 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u092c\u0928\u093e\u092e \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u093f\u091b\u0932\u0947 \u0915\u0941\u091b \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902, \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0938\u0947 \u0909\u0928\u094d\u0928\u0924 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u0924\u0915 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0917\u092f\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0927\u093f\u092f\u093e\u0901<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0909\u0926\u094d\u092d\u0935 \u0938\u0947 \u092a\u0939\u0932\u0947, \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0925\u093e, \u091c\u093f\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u0940\u092e\u093e:<\/strong> \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u091b\u0935\u093f \u0915\u094b \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u091a\u094d\u091a-\u0935\u093f\u092a\u0930\u0940\u0924 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0932\u0947\u0915\u093f\u0928 \u091c\u091f\u093f\u0932 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u094d\u0930\u092d\u093e\u0935\u0940\u0964<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0937\u0947\u0924\u094d\u0930-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928:<\/strong> \u0930\u0902\u0917 \u092f\u093e \u092c\u0928\u093e\u0935\u091f \u091c\u0948\u0938\u0947 \u0938\u092e\u093e\u0928\u0924\u093e \u092e\u093e\u0928\u0926\u0902\u0921 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092a\u093f\u0915\u094d\u0938\u0932 \u0915\u094b \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0915\u094d\u0937\u0947\u0924\u094d\u0930-\u092c\u0922\u093c\u0924\u0947 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092c\u0940\u091c \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0938\u0947 \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0915\u0947 \u0938\u0941\u0938\u0902\u0917\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0935\u093f\u0927\u093f\u092f\u093e\u0901:<\/strong> \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0915\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0947\u0902\u0964 \u0915\u0948\u0928\u0940 \u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u091f\u0930 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0940\u092e\u093e \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928:<\/strong> \u0938\u092e\u093e\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0935\u093e\u0932\u0947 \u092a\u093f\u0915\u094d\u0938\u0932 \u0915\u094b \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f K-\u092e\u0940\u0928\u094d\u0938 \u091c\u0948\u0938\u0947 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0938\u0930\u0932 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0932\u0947\u0915\u093f\u0928 \u0909\u091a\u094d\u091a \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0936\u0940\u0932\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u093e\u091f\u0930\u0936\u0947\u0921 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e:<\/strong> \u0917\u094d\u0930\u0947\u0938\u094d\u0915\u0947\u0932 \u091b\u0935\u093f \u0915\u094b \u0938\u094d\u0925\u0932\u093e\u0915\u0943\u0924\u093f\u0915 \u0938\u0924\u0939 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092e\u093e\u0928\u0924\u093e \u0939\u0948 \u0914\u0930 \u0909\u091a\u094d\u091a\u0924\u092e \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u0935\u093e\u0932\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0907\u0938\u0947 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0926\u094d\u092f\u092a\u093f \u0907\u0928 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092f\u094b\u0917 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0925\u093e, \u092b\u093f\u0930 \u092d\u0940 \u0907\u0928\u092e\u0947\u0902 \u092a\u094d\u0930\u093e\u092f\u0903 \u092e\u0948\u0928\u0941\u0905\u0932 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091f\u094d\u092f\u0942\u0928\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0925\u0940 \u0924\u0925\u093e \u091c\u091f\u093f\u0932 \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f, \u092a\u094d\u0930\u0915\u093e\u0936 \u0935\u093f\u0935\u093f\u0927\u0924\u093e\u0913\u0902 \u0914\u0930 \u0905\u0935\u0930\u094b\u0927\u0928 \u0938\u0947 \u091c\u0942\u091d\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0925\u093e\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0928\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u092b\u0940\u091a\u0930 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u093f\u0902\u0917 \u0915\u0947 \u092c\u093f\u0928\u093e \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0915\u0930 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0932\u093e \u0926\u0940 \u0939\u0948\u0964 \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (CNN) \u0906\u0927\u0941\u0928\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0940 \u0930\u0940\u0922\u093c \u092c\u0928 \u0917\u090f \u0939\u0948\u0902, \u091c\u094b \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u092e\u091c\u092c\u0942\u0924\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092e\u0941\u0916 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u0942\u0930\u094d\u0923\u0924\u0903 \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (FCNs):<\/strong> \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f CNNs \u092e\u0947\u0902 \u092a\u0942\u0930\u094d\u0923\u0924\u0903 \u0915\u0928\u0947\u0915\u094d\u091f\u0947\u0921 \u092a\u0930\u0924\u094b\u0902 \u0915\u094b \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u092a\u0930\u0924\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930\u0947\u0902, \u091c\u093f\u0938\u0938\u0947 \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0947\u0964<\/li>\n\n\n\n<li><strong>\u092f\u0942-\u0928\u0947\u091f:<\/strong> \u0938\u091f\u0940\u0915 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u0915\u094b\u0921\u0930-\u0921\u093f\u0915\u094b\u0921\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928:<\/strong> \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0936\u093e\u0916\u093e \u091c\u094b\u0921\u093c\u0915\u0930 \u092b\u093e\u0938\u094d\u091f\u0930 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0921\u0940\u092a\u0932\u0948\u092c:<\/strong> \u092c\u0939\u0941-\u0938\u094d\u0924\u0930\u0940\u092f \u092b\u0940\u091a\u0930 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u090f\u091f\u094d\u0930\u0938 (\u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924) \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0938\u0947\u0917\u092e\u0947\u0902\u091f \u090f\u0928\u0940\u0925\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 (\u090f\u0938\u090f\u090f\u092e):<\/strong> \u092e\u0947\u091f\u093e \u090f\u0906\u0908 \u0926\u094d\u0935\u093e\u0930\u093e \u0935\u093f\u0915\u0938\u093f\u0924 \u090f\u0915 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u0936\u0942\u0928\u094d\u092f-\u0936\u0949\u091f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932, \u091c\u094b \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u092c\u093f\u0928\u093e \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0924\u0915\u0928\u0940\u0915 \u0938\u091f\u0940\u0915\u0924\u093e, \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u092e\u0947\u0902 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0928\u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917, \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u0905\u0928\u094d\u092f AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092c\u0928\u093e\u092e \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u093f\u091b\u0932\u0947 \u0915\u0941\u091b \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u092c\u0926\u0932\u093e\u0935 \u0906\u092f\u093e \u0939\u0948, \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0924\u0930\u0940\u0915\u094b\u0902 \u092e\u0947\u0902 \u092c\u0926\u0932\u093e\u0935 \u0939\u0941\u0906 \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u0947 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0930\u0942\u092a \u0938\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u093f\u090f \u0917\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0925\u0947 \u091c\u094b \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u093e\u0930\u094d\u0925\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0924\u0940\u0935\u094d\u0930\u0924\u093e, \u092c\u0928\u093e\u0935\u091f \u0914\u0930 \u0915\u093f\u0928\u093e\u0930\u0947 \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0925\u0947\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0906\u0917\u092e\u0928 \u0915\u0947 \u0938\u093e\u0925, \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0928\u093e\u091f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0941\u0927\u093e\u0930 \u0939\u0941\u0906 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0940 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u0928\u0940\u091a\u0947, \u0939\u092e \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0914\u0930 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902, \u0909\u0928\u0915\u0940 \u0924\u093e\u0915\u0924 \u0914\u0930 \u0909\u0928\u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0927\u093f\u092f\u093e\u0901<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u091b\u0935\u093f \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u0923\u093f\u0924\u0940\u092f \u0914\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u0905\u0915\u094d\u0938\u0930 \u0924\u0947\u091c\u093c \u0914\u0930 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u0938\u0938\u094d\u0924\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u091c\u091f\u093f\u0932 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902 \u091c\u093f\u0928\u092e\u0947\u0902 \u0936\u094b\u0930, \u0905\u0935\u0930\u094b\u0927 \u092f\u093e \u092c\u0926\u0932\u0924\u0940 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\u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947\u0964<\/li>\n\n\n\n<li>\u0936\u094b\u0930 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932 \u0924\u0925\u093e \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u092e\u0942\u0925\u093f\u0902\u0917 \u092f\u093e \u0921\u0947\u0928\u094b\u0907\u091c\u093f\u0902\u0917 \u091c\u0948\u0938\u0947 \u092a\u0942\u0930\u094d\u0935 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0935\u093f\u0915\u093e\u0938<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0935\u0943\u0926\u094d\u0927\u093f \u090f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0924\u0915\u0928\u0940\u0915 \u0939\u0948 \u091c\u094b \u090f\u0915 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u092c\u0940\u091c \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0930\u0902\u0917 \u092f\u093e \u092c\u0928\u093e\u0935\u091f \u091c\u0948\u0938\u0947 \u0938\u092e\u093e\u0928 \u0917\u0941\u0923\u094b\u0902 \u0935\u093e\u0932\u0947 \u092a\u0921\u093c\u094b\u0938\u0940 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e \u092c\u0922\u093c\u0924\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u092e\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u091c\u094b\u0921\u093c\u0924\u093e \u0930\u0939\u0924\u093e \u0939\u0948, \u091c\u092c \u0924\u0915 \u0915\u093f \u0935\u0947 \u0938\u092e\u093e\u0928\u0924\u093e \u092e\u093e\u0928\u0926\u0902\u0921 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 \u0935\u093f\u0932\u092f \u0915\u094b \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0930\u094b\u0915 \u092e\u093e\u0928\u0926\u0902\u0921 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u091a\u093e\u0939\u093f\u090f\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0940\u092e\u093e\u090f\u0901:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092c\u0940\u091c \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u0947 \u091a\u092f\u0928 \u092a\u0930 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0964<\/li>\n\n\n\n<li>\u092f\u0926\u093f \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092c\u0928 \u091c\u093e\u090f\u0902 \u0924\u094b \u0905\u0924\u093f-\u0935\u093f\u092d\u093e\u091c\u0928 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0936\u094b\u0930 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932, \u091c\u094b \u0905\u0928\u093f\u092f\u092e\u093f\u0924 \u0935\u093f\u0915\u093e\u0938 \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0924\u0915\u0928\u0940\u0915 \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u091b\u0935\u093f \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0906\u092e \u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094b\u092c\u0947\u0932 \u0911\u092a\u0930\u0947\u091f\u0930:<\/strong> \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u092e\u0947\u0902 \u0922\u093e\u0932 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u093f\u0928\u093e\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0915\u0948\u0928\u0940 \u090f\u091c \u0921\u093f\u091f\u0947\u0915\u094d\u091f\u0930:<\/strong> \u0938\u091f\u0940\u0915 \u0915\u093f\u0928\u093e\u0930\u094b\u0902 \u0915\u093e \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u094d\u0930\u0947\u0921\u093f\u090f\u0902\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u090f\u091c \u0925\u093f\u0928\u093f\u0902\u0917 \u0915\u0947 \u092c\u093e\u0926 \u0917\u094c\u0938\u093f\u092f\u0928 \u0938\u094d\u092e\u0942\u0925\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u0940\u0935\u093f\u091f \u0914\u0930 \u0930\u0949\u092c\u0930\u094d\u091f\u094d\u0938 \u0911\u092a\u0930\u0947\u091f\u0930:<\/strong> \u0938\u094b\u092c\u0947\u0932 \u0915\u0947 \u0938\u092e\u093e\u0928 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0947\u0902 \u0932\u0947\u0915\u093f\u0928 \u092d\u093f\u0928\u094d\u0928 \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928 \u0915\u0930\u094d\u0928\u0947\u0932 \u0915\u0947 \u0938\u093e\u0925\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u090f\u0915 \u092c\u093e\u0930 \u0915\u093f\u0928\u093e\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917 \u091c\u093e\u0928\u0947 \u092a\u0930, \u0906\u0917\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e, \u091c\u0948\u0938\u0947 \u0938\u092e\u094b\u091a\u094d\u091a \u092a\u0939\u091a\u093e\u0928 \u092f\u093e \u0930\u0942\u092a\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u091a\u093e\u0932\u0928, \u0915\u094b \u0938\u093e\u0930\u094d\u0925\u0915 \u0935\u0938\u094d\u0924\u0941 \u0938\u0940\u092e\u093e\u090f\u0902 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0940\u092e\u093e\u090f\u0901:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091d\u0942\u0920\u0947 \u0915\u093f\u0928\u093e\u0930\u0947 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0936\u094b\u0930\u092f\u0941\u0915\u094d\u0924 \u091b\u0935\u093f\u092f\u094b\u0902 \u0938\u0947 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092f\u0939 \u0924\u092c \u0935\u093f\u092b\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u092c \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0902 \u0915\u092e\u091c\u094b\u0930 \u092f\u093e \u0927\u0941\u0902\u0927\u0932\u0940 \u0939\u094b\u0902\u0964<\/li>\n\n\n\n<li>\u092f\u0939 \u0938\u094d\u0935\u093e\u092d\u093e\u0935\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u0942\u0930\u094d\u0923 \u0916\u0902\u0921\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0928\u0939\u0940\u0902 \u0915\u0930\u0924\u093e \u0939\u0948, \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0938\u092e\u093e\u0928\u0924\u093e \u092e\u093e\u0928\u0926\u0902\u0921\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u093e\u0928 \u092a\u093f\u0915\u094d\u0938\u0932 \u0915\u094b \u090f\u0915 \u0938\u093e\u0925 \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0905\u0927\u093f\u0915 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u0940 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u0915\u0941\u091b \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0915\u0947-\u092e\u0940\u0928\u094d\u0938 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917:<\/strong> \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u094d\u0932\u0938\u094d\u091f\u0930 \u0915\u0947 \u092d\u0940\u0924\u0930 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u0915\u094b \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0915\u0930\u0915\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b K \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0915\u094b \u0906\u0935\u0902\u091f\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092e\u093e\u0927\u094d\u092f \u0936\u093f\u092b\u094d\u091f \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917:<\/strong> \u090f\u0915 \u0917\u0948\u0930-\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u094d\u0930\u093f\u0915 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917 \u0924\u0915\u0928\u0940\u0915 \u091c\u094b \u092b\u0940\u091a\u0930 \u0938\u094d\u092a\u0947\u0938 \u092e\u0947\u0902 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0909\u0928\u0915\u0947 \u0918\u0928\u0924\u094d\u0935 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092b\u093c\u091c\u093c\u0940 \u0938\u0940 \u0915\u093e \u0905\u0930\u094d\u0925 \u0939\u0948:<\/strong> K-\u092e\u0940\u0928\u094d\u0938 \u0915\u093e \u090f\u0915 \u092a\u094d\u0930\u0915\u093e\u0930 \u091c\u0939\u093e\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0938\u0926\u0938\u094d\u092f\u0924\u093e \u0915\u0940 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0921\u093f\u0917\u094d\u0930\u0940 \u0935\u093e\u0932\u0947 \u0915\u0908 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u094b\u0902 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0940\u092e\u093e\u090f\u0901:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0915\u094d\u0932\u0938\u094d\u091f\u0930\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e (K) \u0915\u093e \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u091a\u092f\u0928 \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0913\u0935\u0930\u0932\u0948\u092a\u093f\u0902\u0917 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u0935\u093e\u0932\u0947 \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u092e\u0939\u0902\u0917\u093e\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5. \u0935\u093e\u091f\u0930\u0936\u0947\u0921 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093e\u091f\u0930\u0936\u0947\u0921 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u090f\u0915 \u091b\u0935\u093f \u0915\u094b \u0938\u094d\u0925\u0932\u093e\u0915\u0943\u0924\u093f\u0915 \u0938\u0924\u0939 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092e\u093e\u0928\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0901 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u090a\u0901\u091a\u093e\u0908 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u090f\u0915 \u092c\u093e\u0922\u093c \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u092c\u0947\u0938\u093f\u0928 \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0938\u0947 \u092c\u0922\u093c\u0924\u0947 \u0939\u0948\u0902 \u091c\u092c \u0924\u0915 \u0915\u093f \u0935\u0947 \u092e\u093f\u0932\u0924\u0947 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u0940\u092e\u093e\u090f\u0901 \u092c\u0928\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092e\u093e\u0930\u094d\u0915\u0930\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u094d\u0935-\u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948<\/strong> \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0905\u0924\u093f-\u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u092c\u091a\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n\n\n\n<li><strong>\u0930\u0942\u092a\u093e\u0924\u094d\u092e\u0915 \u0938\u0902\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901<\/strong> \u0935\u0938\u094d\u0924\u0941 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0915\u094d\u0938\u0930 \u091c\u0932\u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0915\u094d\u0937\u0930\u0923 \u0914\u0930 \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u091c\u0948\u0938\u0947 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0940\u092e\u093e\u090f\u0901:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092f\u0926\u093f \u0936\u094b\u0930 \u092e\u094c\u091c\u0942\u0926 \u0939\u094b \u0924\u094b \u0905\u0924\u093f-\u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0938\u091f\u0940\u0915 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u0942\u0930\u094d\u0935\u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0925\u094d\u0930\u0947\u0936\u094b\u0932\u094d\u0921\u093f\u0902\u0917 \u091c\u0948\u0938\u0940 \u0938\u0930\u0932 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u0917\u0939\u0928\u0964<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-1024x575.jpeg\" alt=\"\" class=\"wp-image-173937\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-1024x575.jpeg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-300x169.jpeg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-768x432.jpeg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11-18x10.jpeg 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-11.jpeg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0928\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u0940\u0927\u0947 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u092a\u0926\u093e\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0924 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0915\u0930 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u0928\u093e\u091f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0941\u0927\u093e\u0930 \u0915\u093f\u092f\u093e \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924 \u091c\u094b \u0939\u0938\u094d\u0924\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0938\u094d\u0924\u0930 \u092a\u0930 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u094b \u0928\u093f\u0915\u093e\u0932\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0905\u0927\u093f\u0915 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0940\u092f \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u092c\u0928 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u092a\u0942\u0930\u094d\u0923\u0924\u0903 \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (FCNs)<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0938\u0902\u0930\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f FCNs \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 CNN \u092e\u0947\u0902 \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u091c\u0941\u0921\u093c\u0940 \u092a\u0930\u0924\u094b\u0902 \u0915\u094b \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u092a\u0930\u0924\u094b\u0902 \u0938\u0947 \u092c\u0926\u0932 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0940 \u0938\u092e\u091d \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u0947 \u0939\u0941\u090f \u0939\u0930 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u090f\u0915 \u090f\u0928\u0915\u094b\u0921\u0930 \u0939\u094b\u0924\u093e \u0939\u0948 \u091c\u094b \u092b\u0940\u091a\u0930\u094d\u0938 \u0928\u093f\u0915\u093e\u0932\u0924\u093e \u0939\u0948, \u0924\u0925\u093e \u090f\u0915 \u0921\u093f\u0915\u094b\u0921\u0930 \u0939\u094b\u0924\u093e \u0939\u0948 \u091c\u094b \u092b\u0940\u091a\u0930\u094d\u0938 \u0915\u094b \u092e\u0942\u0932 \u091b\u0935\u093f \u0930\u093f\u091c\u094b\u0932\u094d\u092f\u0942\u0936\u0928 \u0924\u0915 \u0935\u093e\u092a\u0938 \u0932\u0947 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u090f\u092b\u0938\u0940\u090f\u0928 \u0915\u0908 \u0906\u0927\u0941\u0928\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u093e \u0906\u0927\u093e\u0930 \u092c\u0928\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u093e\u092d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u0928\u092e\u093e\u0928\u0947 \u0906\u0915\u093e\u0930 \u0915\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902.<\/li>\n\n\n\n<li>\u0938\u091f\u0940\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u092f\u0942-\u0928\u0947\u091f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u092f\u0942-\u0928\u0947\u091f \u092c\u093e\u092f\u094b\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u090f\u0915 \u0909\u0928\u094d\u0928\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0939\u0948\u0964 \u092f\u0939 \u0938\u094d\u0915\u093f\u092a \u0915\u0928\u0947\u0915\u094d\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915 \u090f\u0928\u0915\u094b\u0921\u0930-\u0921\u093f\u0915\u094b\u0921\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u093e \u0905\u0928\u0941\u0938\u0930\u0923 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0905\u092a\u0938\u0948\u0902\u092a\u0932\u093f\u0902\u0917 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0928\u093f\u092e\u094d\u0928-\u0938\u094d\u0924\u0930\u0940\u092f \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0915\u0938\u093f\u0924, \u091c\u093f\u0938\u092e\u0947\u0902 \u091f\u094d\u092f\u0942\u092e\u0930 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0905\u0902\u0917 \u0935\u093f\u092d\u093e\u091c\u0928 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0905\u092a\u0928\u0940 \u0921\u0947\u091f\u093e \u0938\u0902\u0935\u0930\u094d\u0926\u094d\u0927\u0928 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u091b\u094b\u091f\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u0941\u0936\u0932\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u093e\u092d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u090f\u092b\u0938\u0940\u090f\u0928 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u092c\u093e\u0930\u0940\u0915 \u0935\u093f\u0935\u0930\u0923\u094b\u0902 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092c\u093e\u092f\u094b\u092e\u0947\u0921\u093f\u0915\u0932 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0914\u0930 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940\u0964<\/li>\n\n\n\n<li>\u0938\u0940\u092e\u093f\u0924 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u090f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0936\u093e\u0916\u093e \u091c\u094b\u0921\u093c\u0915\u0930 \u092b\u093e\u0938\u094d\u091f\u0930 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u092a\u0924\u093e \u0932\u0917\u093e\u090f \u0917\u090f \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u092e\u093e\u0938\u094d\u0915 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u0926\u093e\u0939\u0930\u0923 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\u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0947 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u0921\u0940\u092a\u0932\u0948\u092c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a\u0932\u0948\u092c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u093e \u090f\u0915 \u092a\u0930\u093f\u0935\u093e\u0930 \u0939\u0948 \u091c\u094b \u092e\u0932\u094d\u091f\u0940-\u0938\u094d\u0915\u0947\u0932 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u091f\u094d\u0930\u0938 (\u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924) \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u091f\u0940\u0915 \u0938\u0940\u092e\u093e \u092a\u0930\u093f\u0936\u094b\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u0936\u0930\u094d\u0924 \u092f\u093e\u0926\u0943\u091a\u094d\u091b\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 (CRFs) \u0915\u094b \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0940\u092a\u0932\u0948\u092c\u0935\u09403+ \u092c\u0947\u0939\u0924\u0930 \u092b\u0940\u091a\u0930 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092a\u0941\u0930\u093e\u0928\u0947 \u0938\u0902\u0938\u094d\u0915\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0914\u0930 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u092e\u0947\u0902 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0932\u093e\u092d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092c\u0939\u0941-\u0938\u094d\u0924\u0930\u0940\u092f \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u092d\u093e\u0932\u0924\u093e 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class=\"wp-block-heading\">\u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u092e\u0947\u0902 \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u091f\u094d\u092f\u0942\u092e\u0930 \u0914\u0930 \u0918\u093e\u0935 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e:<\/strong> \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u091f\u094d\u092f\u0942\u092e\u0930, \u0918\u093e\u0935\u094b\u0902 \u0914\u0930 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f MRI, CT \u0914\u0930 PET \u0938\u094d\u0915\u0948\u0928 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091f\u094d\u092f\u0942\u092e\u0930 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0921\u0949\u0915\u094d\u091f\u0930\u094b\u0902 \u0915\u094b \u0935\u093f\u0915\u093f\u0930\u0923 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u092f\u094b\u091c\u0928\u093e \u0914\u0930 \u0938\u0930\u094d\u091c\u093f\u0915\u0932 \u0939\u0938\u094d\u0924\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0902\u0917 \u0914\u0930 \u090a\u0924\u0915 \u0935\u093f\u092d\u093e\u091c\u0928:<\/strong> \u090f\u0906\u0908 \u092e\u0949\u0921\u0932 \u092f\u0915\u0943\u0924, \u092b\u0947\u092b\u0921\u093c\u0947, \u0939\u0943\u0926\u092f \u0914\u0930 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u091c\u0948\u0938\u0947 \u0905\u0902\u0917\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u094d\u091f\u094d\u0930\u094b\u0915, \u092b\u093e\u0907\u092c\u094d\u0930\u094b\u0938\u093f\u0938 \u0914\u0930 \u0915\u093e\u0930\u094d\u0921\u093f\u092f\u094b\u092e\u093e\u092f\u094b\u092a\u0948\u0925\u0940 \u091c\u0948\u0938\u0940 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0926\u0943\u0936\u094d\u092f \u0914\u0930 \u0928\u093f\u0926\u093e\u0928 \u0938\u0902\u092d\u0935 \u0939\u094b \u092a\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0930\u0947\u091f\u093f\u0928\u0932 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u0928\u0947\u0924\u094d\u0930 \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u092e\u0947\u0902, \u092b\u0902\u0921\u0938 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0930\u0947\u091f\u093f\u0928\u093e \u0930\u0915\u094d\u0924 \u0935\u093e\u0939\u093f\u0915\u093e\u0913\u0902, \u0911\u092a\u094d\u091f\u093f\u0915 \u0921\u093f\u0938\u094d\u0915 \u0914\u0930 \u092e\u0948\u0915\u094d\u092f\u0942\u0932\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u093e \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0927\u0941\u092e\u0947\u0939 \u0930\u0947\u091f\u093f\u0928\u094b\u092a\u0948\u0925\u0940 \u0914\u0930 \u0917\u094d\u0932\u0942\u0915\u094b\u092e\u093e \u0915\u093e \u0928\u093f\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0926\u0902\u0924 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u0902\u0924 \u090f\u0915\u094d\u0938-\u0930\u0947 \u0914\u0930 \u0936\u0902\u0915\u0941-\u092c\u0940\u092e \u0938\u0940\u091f\u0940 \u0938\u094d\u0915\u0948\u0928 \u092e\u0947\u0902 \u0926\u093e\u0902\u0924 \u0914\u0930 \u091c\u092c\u0921\u093c\u0947 \u0915\u0940 \u0939\u0921\u094d\u0921\u0940 \u0915\u0947 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u093e \u0939\u0948, \u0924\u0925\u093e \u0911\u0930\u094d\u0925\u094b\u0921\u094b\u0902\u091f\u093f\u0915\u094d\u0938, \u0907\u092e\u094d\u092a\u094d\u0932\u093e\u0902\u091f\u094b\u0932\u0949\u091c\u0940 \u0914\u0930 \u0917\u0941\u0939\u093e \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0939\u093f\u0938\u094d\u091f\u094b\u092a\u0948\u0925\u094b\u0932\u0949\u091c\u0940 \u0914\u0930 \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u094d\u0915\u094b\u092a\u0940:<\/strong> \u0939\u093f\u0938\u094d\u091f\u094b\u092a\u0948\u0925\u094b\u0932\u0949\u091c\u093f\u0915\u0932 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928, \u0915\u0948\u0902\u0938\u0930 \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0915\u094b\u0936\u093f\u0915\u093e \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0947 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u093e\u092f\u094b\u092a\u094d\u0938\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0935\u093f\u092d\u093e\u091c\u0928 \u0928 \u0915\u0947\u0935\u0932 \u0928\u093f\u0926\u093e\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u091c\u0948\u0935\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0947 \u0938\u091f\u0940\u0915 \u092a\u0930\u093f\u092e\u093e\u0923\u0940\u0915\u0930\u0923 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0915\u0930 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0914\u0930 \u0914\u0937\u0927\u093f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u094b \u092d\u0940 \u0917\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928 \u0914\u0930 \u0909\u0928\u094d\u0928\u0924 \u091a\u093e\u0932\u0915 \u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940 (ADAS)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928 \u0905\u092a\u0928\u0947 \u0906\u0938-\u092a\u093e\u0938 \u0915\u0940 \u091a\u0940\u091c\u093c\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u0930 \u092c\u0939\u0941\u0924 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092a\u0939\u091a\u093e\u0928\u0940 \u0917\u0908 \u0938\u0921\u093c\u0915 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f, \u092c\u093e\u0927\u093e\u0913\u0902 \u0914\u0930 \u0905\u0928\u094d\u092f \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u0947 \u0938\u094d\u0935-\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u091c\u091f\u093f\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u0915\u0908 \u0924\u0924\u094d\u0935\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u092e\u0947\u0902 \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0932\u0947\u0928 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0938\u0921\u093c\u0915 \u0935\u093f\u092d\u093e\u091c\u0928:<\/strong> \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0932\u0947\u0928 \u0938\u0947 \u092c\u093e\u0939\u0930 \u0928\u093f\u0915\u0932\u0928\u0947 \u092a\u0930 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0940 \u0926\u0941\u0930\u094d\u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u094b \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0921\u093c\u0915\u094b\u0902, \u0932\u0947\u0928 \u0914\u0930 \u0915\u093f\u0928\u093e\u0930\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u0940 \u0914\u0930 \u0935\u093e\u0939\u0928 \u092a\u0939\u091a\u093e\u0928:<\/strong> \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0908 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u093f\u092f\u094b\u0902, \u0938\u093e\u0907\u0915\u093f\u0932 \u091a\u093e\u0932\u0915\u094b\u0902 \u0914\u0930 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u094b \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u0938\u0902\u0915\u0947\u0924 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0936 \u092a\u0939\u091a\u093e\u0928:<\/strong> \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0914\u0930 \u0932\u093e\u0907\u091f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0928\u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u0921\u093c\u0915 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u092a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0921\u094d\u0930\u093e\u0907\u0935 \u0915\u0930\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928, \u092a\u0915\u094d\u0915\u0940 \u0938\u0921\u093c\u0915\u094b\u0902, \u092b\u0941\u091f\u092a\u093e\u0925\u094b\u0902, \u0918\u093e\u0938 \u0914\u0930 \u0905\u0928\u094d\u092f \u0917\u0948\u0930-\u091a\u093e\u0932\u0928 \u092f\u094b\u0917\u094d\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f, \u0928\u094c\u0917\u092e\u094d\u092f \u0938\u0921\u093c\u0915 \u0915\u0940 \u0938\u0924\u0939 \u0915\u093e \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092c\u093e\u0927\u093e \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u091f\u0915\u0930\u093e\u0935 \u0938\u0947 \u092c\u091a\u0928\u093e:<\/strong> \u0935\u093e\u0939\u0928 \u0917\u0924\u093f\u0936\u0940\u0932 \u092f\u093e \u0938\u094d\u0925\u093f\u0930 \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0928 \u092a\u0930 \u0928\u091c\u093c\u0930 \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0909\u092a\u093e\u092f\u094b\u0902 \u0914\u0930 \u0926\u0941\u0930\u094d\u0918\u091f\u0928\u093e \u0915\u0940 \u0930\u094b\u0915\u0925\u093e\u092e \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f\u0924\u093e \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u093f\u0935\u093f\u0927 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u0915\u0941\u0936\u0932 \u092c\u0928 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1024x683.jpg\" alt=\"\" class=\"wp-image-173972\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-768x512.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-1536x1024.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-2048x1365.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-17-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u0909\u092a\u0917\u094d\u0930\u0939 \u0914\u0930 \u0939\u0935\u093e\u0908 \u0907\u092e\u0947\u091c\u0930\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923, \u0936\u0939\u0930\u0940 \u0914\u0930 \u0915\u0943\u0937\u093f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0917\u094d\u0930\u0939 \u091b\u0935\u093f\u092f\u094b\u0902 \u0914\u0930 \u0939\u0935\u093e\u0908 \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092b\u0940 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0935\u093e\u0932\u0940 \u0938\u0948\u091f\u0947\u0932\u093e\u0907\u091f \u0907\u092e\u0947\u091c\u0930\u0940, \u091c\u092c AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u092f\u0941\u0915\u094d\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948, \u0924\u094b \u092c\u0921\u093c\u0947 \u092d\u094c\u0917\u094b\u0932\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u0938\u091f\u0940\u0915 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0930\u093f\u092e\u094b\u091f \u0938\u0947\u0902\u0938\u093f\u0902\u0917 \u0914\u0930 \u091c\u0940\u0906\u0908\u090f\u0938 \u092e\u0947\u0902 \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940:<\/strong> \u0938\u0930\u0915\u093e\u0930\u0947\u0902 \u0914\u0930 \u0928\u0917\u0930 \u0928\u093f\u092f\u094b\u091c\u0915 \u0936\u0939\u0930\u0940 \u0935\u093f\u0938\u094d\u0924\u093e\u0930, \u0938\u0921\u093c\u0915 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0914\u0930 \u092d\u0935\u0928 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0906\u092a\u0926\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0914\u0930 \u0915\u094d\u0937\u0924\u093f \u0906\u0915\u0932\u0928:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928, \u0915\u094d\u0937\u0924\u093f\u0917\u094d\u0930\u0938\u094d\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0915\u0947 \u092d\u0942\u0915\u0902\u092a, \u092c\u093e\u0922\u093c \u0914\u0930 \u091c\u0902\u0917\u0932 \u0915\u0940 \u0906\u0917 \u091c\u0948\u0938\u0940 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0906\u092a\u0926\u093e\u0913\u0902 \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0915\u0943\u0937\u093f \u090f\u0935\u0902 \u092b\u0938\u0932 \u0928\u093f\u0917\u0930\u093e\u0928\u0940:<\/strong> \u0935\u093f\u092d\u093e\u091c\u0928 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0915\u0943\u0937\u093f \u092d\u0942\u092e\u093f, \u092b\u0938\u0932 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 \u0914\u0930 \u0935\u0928\u0938\u094d\u092a\u0924\u093f \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0915\u093e \u0938\u091f\u0940\u0915 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092a\u0930\u093f\u0936\u0941\u0926\u094d\u0927 \u0915\u0943\u0937\u093f \u0914\u0930 \u0909\u092a\u091c \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0941\u0935\u093f\u0927\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0928\u093f\u0917\u0930\u093e\u0928\u0940:<\/strong> \u090f\u0906\u0908 \u092e\u0949\u0921\u0932 \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908, \u092e\u0930\u0941\u0938\u094d\u0925\u0932\u0940\u0915\u0930\u0923 \u0914\u0930 \u092d\u0942\u092e\u093f \u0915\u094d\u0937\u0930\u0923 \u0915\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0930 \u0928\u091c\u093c\u0930 \u0930\u0916\u0924\u0947 \u0939\u0948\u0902, \u0924\u0925\u093e \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0915\u0947 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0938\u0948\u0928\u094d\u092f \u090f\u0935\u0902 \u0930\u0915\u094d\u0937\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong> \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u091f\u094b\u0939\u0940, \u0938\u0940\u092e\u093e \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0938\u0948\u0928\u094d\u092f \u092a\u0930\u093f\u0938\u0902\u092a\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0916\u0924\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u0917\u094d\u0930\u0939 \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0923\u092f\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0909\u0926\u094d\u092f\u094b\u0917 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923, \u0926\u094b\u0937 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0932\u093e\u0907\u0928\u094b\u0902 \u0915\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0915\u0947 \u0932\u093f\u090f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0926\u0943\u0936\u094d\u092f \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0909\u0924\u094d\u092a\u093e\u0926 \u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u093e\u0928\u0915\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u092c\u0915\u093f \u092e\u0948\u0928\u0941\u0905\u0932 \u0936\u094d\u0930\u092e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0909\u0926\u094d\u092f\u094b\u0917 \u092e\u0947\u0902 \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902 \u092e\u0947\u0902 \u0926\u094b\u0937 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e:<\/strong> \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0918\u091f\u0915\u094b\u0902 \u092e\u0947\u0902 \u0916\u0930\u094b\u0902\u091a, \u0926\u0930\u093e\u0930\u0947\u0902, \u0917\u0932\u0924 \u0938\u0902\u0930\u0947\u0916\u0923 \u0914\u0930 \u0938\u0902\u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915 \u0926\u094b\u0937\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0924\u094d\u092a\u093e\u0926 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u091b\u0902\u091f\u093e\u0908:<\/strong> \u090f\u0906\u0908 \u092e\u0949\u0921\u0932 \u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u093e\u092e\u0917\u094d\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0915\u091a\u094d\u091a\u0947 \u092e\u093e\u0932 \u0915\u093e \u0909\u091a\u093f\u0924 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0905\u0938\u0947\u0902\u092c\u0932\u0940 \u0932\u093e\u0907\u0928 \u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917:<\/strong> \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u092d\u093e\u0917\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u091c\u094b\u0921\u093c\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0915\u0930 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0938\u094d\u0925\u0932 \u0928\u093f\u0917\u0930\u093e\u0928\u0940:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u0947, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0916\u0924\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0938\u0902\u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915 \u0905\u0916\u0902\u0921\u0924\u093e \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u0938\u094d\u0924\u094d\u0930 \u090f\u0935\u0902 \u092b\u0948\u092c\u094d\u0930\u093f\u0915 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923:<\/strong> \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u0930\u0902\u0917 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u0914\u0930 \u092b\u093e\u0907\u092c\u0930 \u0926\u094b\u0937 \u091c\u0948\u0938\u0940 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u0915\u092a\u0921\u093c\u0947 \u0915\u093e \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0938\u093e\u0925, \u0909\u0926\u094d\u092f\u094b\u0917 \u0909\u091a\u094d\u091a \u0926\u0915\u094d\u0937\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0932\u093e\u0917\u0924 \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0935\u093f\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u094b \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u092c\u0939\u0941\u0924 \u0932\u093e\u092d \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0916\u0924\u0930\u0947 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0938\u0902\u092d\u0935 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u091c\u093c\u0928 \u0938\u093f\u0938\u094d\u091f\u092e \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0914\u0930 \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0948\u092e\u0930\u094b\u0902 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092e\u0947\u0902 \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092d\u0940\u0921\u093c \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0932\u094b\u0917\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e:<\/strong> \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u0918\u0928\u0940 \u0906\u092c\u093e\u0926\u0940 \u0935\u093e\u0932\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u0947, \u092d\u0940\u0921\u093c\u092d\u093e\u0921\u093c \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0916\u0924\u0930\u094b\u0902 \u0915\u094b \u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0932\u094b\u0917\u094b\u0902 \u092a\u0930 \u0928\u091c\u093c\u0930 \u0930\u0916\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u092c\u093e\u092f\u094b\u092e\u0947\u091f\u094d\u0930\u093f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093e:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0915\u0947 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u0939\u0935\u093e\u0908 \u0905\u0921\u094d\u0921\u094b\u0902, \u0938\u0940\u092e\u093e \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u092a\u094d\u0930\u0935\u0947\u0936 \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u0939\u091a\u093e\u0928 \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0914\u0930 \u0918\u0941\u0938\u092a\u0948\u0920 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e:<\/strong> \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u0916\u0902\u0921\u093f\u0924 \u0914\u0930 \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0924\u0925\u093e \u0905\u0928\u0927\u093f\u0915\u0943\u0924 \u092a\u0939\u0941\u0902\u091a \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0930\u094d\u091f \u091f\u094d\u0930\u093f\u0917\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0907\u0938\u0947\u0902\u0938 \u092a\u094d\u0932\u0947\u091f \u092a\u0939\u091a\u093e\u0928 (\u090f\u0932\u092a\u0940\u0906\u0930):<\/strong> \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091f\u094b\u0932 \u0938\u0902\u0917\u094d\u0930\u0939\u0923 \u0914\u0930 \u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u0915\u093e\u0928\u0942\u0928 \u092a\u094d\u0930\u0935\u0930\u094d\u0924\u0928 \u092e\u0947\u0902 \u0935\u093e\u0939\u0928 \u0932\u093e\u0907\u0938\u0947\u0902\u0938 \u092a\u094d\u0932\u0947\u091f\u094b\u0902 \u0915\u094b \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u0928\u093f\u0915\u093e\u0932\u0928\u0947 \u0914\u0930 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092b\u094b\u0930\u0947\u0902\u0938\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0905\u092a\u0930\u093e\u0927 \u0938\u094d\u0925\u0932 \u091c\u093e\u0902\u091a:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092b\u0941\u091f\u0947\u091c \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947, \u0938\u0902\u0926\u093f\u0917\u094d\u0927 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0905\u092a\u0930\u093e\u0927 \u0938\u094d\u0925\u0932\u094b\u0902 \u0915\u093e \u092a\u0941\u0928\u0930\u094d\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0938\u093e\u0925 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0915\u0947, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0905\u092a\u0930\u093e\u0927 \u0915\u0940 \u0930\u094b\u0915\u0925\u093e\u092e, \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u092c\u0928 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u093e\u0927\u093f\u0915 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0921\u0947\u091f\u093e\u0938\u0947\u091f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0914\u0930 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947, \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e\u0930\u094d\u092f, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0917\u094d\u0930\u093e\u0909\u0902\u0921 \u091f\u094d\u0930\u0941\u0925 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u093f\u091b\u0932\u0947 \u0915\u0941\u091b \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0928\u0947 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u090f \u0939\u0948\u0902\u0964 \u092f\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0948\u092e\u093e\u0928\u0947, \u091c\u091f\u093f\u0932\u0924\u093e \u0914\u0930 \u0921\u094b\u092e\u0947\u0928 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u092e\u0947\u0902 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0938\u0947 \u0932\u0947\u0915\u0930 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0924\u0915 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0928\u0940\u091a\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. PASCAL VOC (\u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u094d\u0932\u093e\u0938\u0947\u0938)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PASCAL VOC \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0914\u0930 \u0938\u092c\u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u093e\u0932\u0940 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 PASCAL \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u094d\u0932\u093e\u0938\u0947\u0938 \u091a\u0948\u0932\u0947\u0902\u091c \u0915\u0947 \u0939\u093f\u0938\u094d\u0938\u0947 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092a\u0947\u0936 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e, \u091c\u093f\u0938\u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092a\u0939\u091a\u093e\u0928 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0928\u093e \u0925\u093e\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 21 \u0935\u0938\u094d\u0924\u0941 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0935\u093e\u0939\u0928 (\u0915\u093e\u0930, \u091f\u094d\u0930\u0947\u0928, \u0939\u0935\u093e\u0908 \u091c\u0939\u093e\u091c), \u092a\u0936\u0941 (\u0915\u0941\u0924\u094d\u0924\u093e, \u092c\u093f\u0932\u094d\u0932\u0940, \u0918\u094b\u0921\u093c\u093e) \u0914\u0930 \u0918\u0930\u0947\u0932\u0942 \u0935\u0938\u094d\u0924\u0941\u090f\u0902 (\u0938\u094b\u092b\u093e, \u0915\u0941\u0930\u094d\u0938\u0940, \u091f\u0940\u0935\u0940) \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u093e\u0938\u094d\u0915 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 \u0932\u0917\u092d\u0917 27,450 \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0940 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 11,530 \u091a\u093f\u0924\u094d\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u090f\u0915\u094d\u0936\u0928 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u0939\u091a\u093e\u0928 \u0938\u0939\u093f\u0924 \u0915\u0908 \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0915\u093e\u0930\u094d\u092f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: PASCAL VOC \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f \u0928\u090f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0928\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u092e\u0947\u0902 \u0907\u0938\u0947 \u092a\u0940\u091b\u0947 \u091b\u094b\u0921\u093c \u0926\u093f\u092f\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092c\u0928\u093e \u0939\u0941\u0906 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f COCO (\u0915\u0949\u092e\u0928 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0907\u0928 \u0915\u0949\u0928\u094d\u091f\u0947\u0915\u094d\u0938\u094d\u091f)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft COCO \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0915\u0948\u092a\u094d\u0936\u0928\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0964 PASCAL VOC \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, COCO \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0938\u0902\u0926\u0930\u094d\u092d\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 AI \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0935\u093f\u0927 \u0914\u0930 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 2.5 \u092e\u093f\u0932\u093f\u092f\u0928 \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0947 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 328,000 \u091b\u0935\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 91 \u0935\u0938\u094d\u0924\u0941 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0926\u0948\u0928\u093f\u0915 \u091c\u0940\u0935\u0928 \u0915\u0940 \u0935\u0938\u094d\u0924\u0941\u090f\u0902 \u091c\u0948\u0938\u0947 \u0932\u094b\u0917, \u092a\u0936\u0941, \u092b\u0930\u094d\u0928\u0940\u091a\u0930 \u0914\u0930 \u092d\u094b\u091c\u0928 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 \u0938\u0918\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f \u091b\u0935\u093f \u0914\u0938\u0924\u0928 7 \u0907\u0902\u0938\u094d\u091f\u0948\u0902\u0938 \u0939\u0948\u0902, \u091c\u094b \u0907\u0938\u0947 \u0907\u0902\u0938\u094d\u091f\u0948\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092d\u0940\u0921\u093c \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u093e\u0938\u094d\u0915 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0905\u0924\u093f\u0935\u094d\u092f\u093e\u092a\u0940 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0914\u0930 \u0905\u0935\u0930\u094b\u0927 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u094b \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: COCO \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u091c\u0948\u0938\u0947 \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0938\u093e\u0925 \u0939\u0940 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u094b \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092d\u0940\u0964 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0907\u0938\u0947 \u0909\u0928 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0938\u0902\u0938\u093e\u0927\u0928 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u0935\u093f\u0927 \u0935\u093e\u0924\u093e\u0935\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u0936\u0939\u0930\u0940 \u0926\u0943\u0936\u094d\u092f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u093f\u091f\u0940\u0938\u094d\u0915\u0947\u092a\u094d\u0938 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0916\u093e\u0938 \u0924\u094c\u0930 \u092a\u0930 \u0936\u0939\u0930\u0940 \u092a\u0930\u093f\u0935\u0947\u0936 \u092e\u0947\u0902 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0914\u0930 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0938\u093f\u091f\u0940 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0906\u0927\u093e\u0930\u0936\u093f\u0932\u093e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0915\u0908 \u0936\u0939\u0930\u094b\u0902 \u0915\u0947 \u0938\u0921\u093c\u0915 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0940 \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0940, \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u091b\u0935\u093f\u092f\u093e\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 5,000 \u0938\u0942\u0915\u094d\u0937\u094d\u092e-\u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u091b\u0935\u093f\u092f\u093e\u0902 \u0914\u0930 20,000 \u0905\u0932\u094d\u092a-\u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u091b\u0935\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>50 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0936\u0939\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u0921\u093c\u0915 \u0914\u0930 \u092e\u094c\u0938\u092e \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u0935\u0930 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u092b\u093f\u0932\u094d\u092e\u093e\u092f\u093e \u0917\u092f\u093e\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 30 \u0905\u0930\u094d\u0925\u0917\u0924 \u0935\u0930\u094d\u0917 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0938\u0921\u093c\u0915 \u0915\u0940 \u0938\u0924\u0939, \u092e\u093e\u0928\u0935, \u0935\u093e\u0939\u0928 \u0914\u0930 \u092a\u094d\u0930\u0915\u0943\u0924\u093f \u091c\u0948\u0938\u0947 8 \u0938\u092e\u0942\u0939\u094b\u0902 \u092e\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0938\u094d\u091f\u0940\u0930\u093f\u092f\u094b \u0935\u093f\u091c\u093c\u0928 \u0914\u0930 \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u092b\u094d\u0932\u094b \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0917\u0939\u0930\u093e\u0908 \u0906\u0915\u0932\u0928 \u0914\u0930 \u0917\u0924\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: \u0938\u093f\u091f\u0940\u0938\u094d\u0915\u0947\u092a\u094d\u0938 \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0911\u091f\u094b\u0928\u0949\u092e\u0938 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0930\u093f\u0938\u0930\u094d\u091a \u092e\u0947\u0902 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u0947\u0932\u094d\u092b-\u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u0938\u0921\u093c\u0915\u094b\u0902, \u0917\u0932\u093f\u092f\u094b\u0902, \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0938\u0902\u0915\u0947\u0924\u094b\u0902, \u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u093f\u092f\u094b\u0902 \u0914\u0930 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0930\u093f\u092f\u0932-\u091f\u093e\u0907\u092e \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092d\u0940 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. ADE20K (\u0926\u0943\u0936\u094d\u092f \u092a\u093e\u0930\u094d\u0938\u093f\u0902\u0917 \u0921\u0947\u091f\u093e\u0938\u0947\u091f)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ADE20K \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u090f\u0915 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0926\u0943\u0936\u094d\u092f-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0939\u0948 \u091c\u093f\u0938\u0947 \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0926\u0943\u0936\u094d\u092f \u0938\u092e\u091d \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 COCO \u091c\u0948\u0938\u0947 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, ADE20K \u091c\u091f\u093f\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0926\u0943\u0936\u094d\u092f \u092a\u093e\u0930\u094d\u0938\u093f\u0902\u0917 \u0914\u0930 \u0938\u092e\u0917\u094d\u0930 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 20,210 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u091b\u0935\u093f\u092f\u093e\u0902, 2,000 \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u091b\u0935\u093f\u092f\u093e\u0902 \u0914\u0930 3,000 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u091b\u0935\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 150 \u0905\u0930\u094d\u0925\u0917\u0924 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u093e\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0935\u0938\u094d\u0924\u0941\u090f\u0902, \u0915\u092e\u0930\u0947, \u092c\u093e\u0939\u0930\u0940 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0914\u0930 \u0936\u0939\u0930\u0940 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u093e\u0938\u094d\u0915 \u0914\u0930 \u092a\u093e\u0930\u094d\u091f-\u0932\u0947\u0935\u0932 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u093e\u0938\u094d\u0915 \u0926\u094b\u0928\u094b\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u093e\u0930\u0940\u0915 \u0917\u094d\u0930\u0948\u0928\u094d\u092f\u0941\u0932\u0948\u0930\u093f\u091f\u0940 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0921\u0940\u092a\u0932\u0948\u092c \u092e\u0949\u0921\u0932 \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0938\u092c\u0938\u0947 \u0909\u0928\u094d\u0928\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: ADE20K \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0926\u0943\u0936\u094d\u092f \u092a\u093e\u0930\u094d\u0938\u093f\u0902\u0917, \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0935\u093f\u091c\u093c\u0928 \u0914\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0947 \u092c\u091c\u093e\u092f \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u0926\u0943\u0936\u094d\u092f \u0915\u0940 \u0917\u0939\u0928 \u0938\u092e\u091d \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. KITTI (\u0915\u093e\u0930\u094d\u0932\u094d\u0938\u0930\u0941\u0939\u0947 \u0907\u0902\u0938\u094d\u091f\u0940\u091f\u094d\u092f\u0942\u091f \u092b\u0949\u0930 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u0914\u0930 \u091f\u094b\u092f\u094b\u091f\u093e \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u093f\u0915\u0932 \u0907\u0902\u0938\u094d\u091f\u0940\u091f\u094d\u092f\u0942\u091f)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">KITTI \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0915\u0948\u092e\u0930\u094b\u0902 \u0914\u0930 LiDAR \u0938\u0947\u0902\u0938\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u093f\u090f \u0917\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915-\u0935\u093f\u0936\u094d\u0935 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0938\u093f\u091f\u0940\u0938\u094d\u0915\u0947\u092a\u094d\u0938 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u094b \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, KITTI \u092e\u0947\u0902 \u0938\u094d\u091f\u0940\u0930\u093f\u092f\u094b \u0935\u093f\u091c\u093c\u0928, 3D \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 \u0936\u0939\u0930\u0940, \u0917\u094d\u0930\u093e\u092e\u0940\u0923 \u0914\u0930 \u0930\u093e\u091c\u092e\u093e\u0930\u094d\u0917 \u092a\u0930\u093f\u0935\u0947\u0936 \u092e\u0947\u0902 \u0932\u0940 \u0917\u0908 \u0918\u0902\u091f\u094b\u0902 \u0915\u0940 \u0935\u0940\u0921\u093f\u092f\u094b \u0930\u093f\u0915\u0949\u0930\u094d\u0921\u093f\u0902\u0917 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f \u091a\u093f\u0924\u094d\u0930 15,000 \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0940 \u0935\u0938\u094d\u0924\u0941\u090f\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0915\u093e\u0930\u0947\u0902, \u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u0940, \u0938\u093e\u0907\u0915\u093f\u0932 \u091a\u093e\u0932\u0915 \u0914\u0930 \u0938\u0921\u093c\u0915 \u0905\u0935\u0938\u0902\u0930\u091a\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u0917\u0939\u0930\u093e\u0908 \u092c\u094b\u0927 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f 3D \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>LiDAR \u092a\u0949\u0907\u0902\u091f \u0915\u094d\u0932\u093e\u0909\u0921 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0939\u0941-\u092e\u094b\u0921\u0932 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0938\u0902\u092d\u0935 \u0939\u094b \u092a\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: KITTI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0941\u0916\u094d\u092f \u0930\u0942\u092a \u0938\u0947 3D \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u0930\u094b\u0921 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0921\u0947\u092a\u094d\u0925 \u090f\u0938\u094d\u091f\u0940\u092e\u0947\u0936\u0928 \u0914\u0930 \u0938\u0947\u0932\u094d\u092b-\u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u093e\u0930\u094b\u0902 \u092e\u0947\u0902 LiDAR-\u0906\u0927\u093e\u0930\u093f\u0924 \u0927\u093e\u0930\u0923\u093e \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0938\u0947\u0902\u0938\u0930 \u092b\u093c\u094d\u092f\u0942\u091c\u093c\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0905\u0915\u094d\u0938\u0930 \u0938\u093f\u091f\u0940\u0938\u094d\u0915\u0947\u092a\u094d\u0938 \u091c\u0948\u0938\u0947 \u091b\u0935\u093f-\u0906\u0927\u093e\u0930\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 KITTI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u092f\u0942\u091f\u094d\u092f\u0942\u092c-\u0935\u0940\u0913\u090f\u0938 (\u0935\u0940\u0921\u093f\u092f\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">YouTube-VOS \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u093e \u0935\u0940\u0921\u093f\u092f\u094b \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0939\u0948, \u091c\u093f\u0938\u0947 \u0916\u093e\u0938 \u0924\u094c\u0930 \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 (VOS) \u0914\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0938\u094d\u0925\u093f\u0930 \u091b\u0935\u093f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, YouTube-VOS \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u092e\u092f-\u0938\u092e\u092f \u092a\u0930 \u0938\u0902\u0917\u0924\u093f \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0907\u0938\u092e\u0947\u0902 94 \u0935\u0938\u094d\u0924\u0941 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 4,453 \u092f\u0942\u091f\u094d\u092f\u0942\u092c \u0935\u0940\u0921\u093f\u092f\u094b \u0915\u094d\u0932\u093f\u092a \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u090f\u0915\u093e\u0927\u093f\u0915 \u092b\u093c\u094d\u0930\u0947\u092e\u094b\u0902 \u092e\u0947\u0902 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u093e\u0938\u094d\u0915 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0917\u0924\u093f\u0936\u0940\u0932 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 \u091a\u0932\u0924\u0947 \u0939\u0941\u090f \u0932\u094b\u0917, \u092a\u0936\u0941 \u0914\u0930 \u0935\u093e\u0939\u0928\u0964<\/li>\n\n\n\n<li>\u0905\u0930\u094d\u0927-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u092a\u0942\u0930\u094d\u0923-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0935\u0940\u0921\u093f\u092f\u094b \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u093f\u090f \u0917\u090f\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947: YouTube-VOS \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0928\u093f\u0917\u0930\u093e\u0928\u0940, \u090f\u0915\u094d\u0936\u0928 \u092a\u0939\u091a\u093e\u0928, \u0916\u0947\u0932 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0938\u0902\u0935\u0930\u094d\u0927\u093f\u0924 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915\u0924\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f AI \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0938\u092e\u091d \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1024x683.jpg\" alt=\"\" class=\"wp-image-173880\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-768x512.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-1536x1024.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-2048x1365.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-15-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0926\u093f\u0936\u093e\u090f\u0901<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0947 \u092c\u093e\u0935\u091c\u0942\u0926, \u0915\u0908 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u092c\u0928\u0940 \u0939\u0941\u0908 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0938\u0940\u092e\u093e\u090f\u0901 \u0915\u0941\u091b \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0905\u092a\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092c\u093e\u0927\u093e \u0921\u093e\u0932\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e, \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0930\u0902\u0924\u0930 \u0936\u094b\u0927 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0938\u094d\u0935-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0914\u0930 \u092c\u0939\u0941-\u092e\u094b\u0921\u0932 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u091c\u0948\u0938\u0947 \u0909\u092d\u0930\u0924\u0947 \u0930\u0941\u091d\u093e\u0928 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u093e \u092e\u093e\u0930\u094d\u0917 \u092a\u094d\u0930\u0936\u0938\u094d\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0928\u0940\u091a\u0947, \u0939\u092e \u0906\u091c \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0947\u0902 \u0906\u0928\u0947 \u0935\u093e\u0932\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0926\u093f\u0936\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928 \u0924\u0940\u0935\u094d\u0930\u0924\u093e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932, \u0916\u093e\u0938 \u0924\u094c\u0930 \u092a\u0930 \u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928, \u0921\u0940\u092a\u0932\u0948\u092c \u0914\u0930 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0932 \u091c\u0948\u0938\u0947 \u091c\u091f\u093f\u0932 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092e\u0949\u0921\u0932, \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0928 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0935\u093e\u0932\u0947 GPU \u092f\u093e TPU, \u092c\u0921\u093c\u0940 \u092e\u0947\u092e\u094b\u0930\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0914\u0930 \u0932\u0902\u092c\u0947 \u0938\u092e\u092f \u0924\u0915 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0938\u092e\u092f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u091b\u094b\u091f\u0947 \u0938\u0902\u0917\u0920\u0928\u094b\u0902 \u092f\u093e \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u0915\u0947 \u0932\u093f\u090f \u0905\u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0909\u091a\u094d\u091a \u092e\u0947\u092e\u094b\u0930\u0940 \u0916\u092a\u0924:<\/strong> \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u094b \u092c\u0921\u093c\u0947 \u092b\u0940\u091a\u0930 \u092e\u0948\u092a \u0938\u0902\u0917\u094d\u0930\u0939\u093f\u0924 \u0915\u0930\u0928\u0947 \u092a\u0921\u093c\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u0915\u093e\u0930\u0923 RAM \u0914\u0930 VRAM \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0905\u0927\u093f\u0915 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u092e\u093e\u0928 \u0935\u093f\u0932\u0902\u092c\u0924\u093e:<\/strong> \u092a\u094d\u0930\u0924\u093f \u092b\u094d\u0930\u0947\u092e \u0935\u094d\u092f\u093e\u092a\u0915 \u0917\u0923\u0928\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u0923 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u092d\u093e\u091c\u0928 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u090a\u0930\u094d\u091c\u093e \u0915\u0940 \u0916\u092a\u0924:<\/strong> \u0915\u094d\u0932\u093e\u0909\u0921 \u0938\u0930\u094d\u0935\u0930 \u092a\u0930 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u091a\u0932\u093e\u0928\u0947 \u0938\u0947 \u092c\u093f\u091c\u0932\u0940 \u0915\u0940 \u0916\u092a\u0924 \u0905\u0927\u093f\u0915 \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u094d\u0925\u093e\u092f\u093f\u0924\u094d\u0935 \u0915\u094b \u0932\u0947\u0915\u0930 \u091a\u093f\u0902\u0924\u093e\u090f\u0902 \u092c\u0922\u093c \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928: \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0947 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\u0932\u093f\u090f \u0932\u094b-\u0930\u0948\u0902\u0915 \u090f\u092a\u094d\u0930\u094b\u0915\u094d\u0938\u093f\u092e\u0947\u0936\u0928 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0938\u0930\u094d\u091a (NAS) \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u092d\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u0921\u0947\u091f\u093e \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091c\u091f\u093f\u0932\u0924\u093e \u0914\u0930 \u0932\u093e\u0917\u0924<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930, \u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0935\u093e\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0936\u094d\u0930\u092e-\u0917\u0939\u0928, \u092e\u0939\u0902\u0917\u093e \u0914\u0930 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0938\u0947 \u0917\u094d\u0930\u0938\u094d\u0924 \u0939\u0948\u0964 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u0939\u093e\u0902 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u0948\u0902, \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u091f\u0940\u0915 \u092e\u093e\u0938\u094d\u0915 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0915\u0947 \u0932\u093f\u090f \u0905\u0915\u094d\u0938\u0930 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0914\u0930 \u0938\u0948\u091f\u0947\u0932\u093e\u0907\u091f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u091c\u0948\u0938\u0947 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e \u091c\u094d\u091e\u093e\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u094d\u0930\u092e-\u0917\u0939\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e:<\/strong> \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0927\u0940\u092e\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e:<\/strong> \u0915\u0941\u091b \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902, \u091c\u0948\u0938\u0947 \u092c\u093e\u092f\u094b\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u092e\u0947\u0902 \u0938\u091f\u0940\u0915 \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u094b\u092e\u0947\u0928 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 (\u091c\u0948\u0938\u0947, \u0930\u0947\u0921\u093f\u092f\u094b\u0932\u0949\u091c\u093f\u0938\u094d\u091f) \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939:<\/strong> \u0915\u0908 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0915\u0924\u094d\u0930 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0940 \u0935\u093f\u0935\u093f\u0927 \u092a\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e \u0938\u0940\u092e\u093f\u0924 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928: \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u0948\u0928\u0941\u0905\u0932 \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0930\u094d\u0927-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923, \u0915\u092e\u091c\u094b\u0930 \u0930\u0942\u092a \u0938\u0947 \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0914\u0930 \u0938\u094d\u0935-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0938\u0915\u094d\u0930\u093f\u092f \u0936\u093f\u0915\u094d\u0937\u0923 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u093e\u0901 \u0938\u092c\u0938\u0947 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940\u092a\u0942\u0930\u094d\u0923 \u0928\u092e\u0942\u0928\u094b\u0902 \u0915\u094b \u091a\u0941\u0928\u093f\u0902\u0926\u093e \u0930\u0942\u092a \u0938\u0947 \u0932\u0947\u092c\u0932 \u0915\u0930\u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u093f\u0902\u0925\u0947\u091f\u093f\u0915 \u0921\u0947\u091f\u093e \u091c\u0928\u0930\u0947\u0936\u0928 \u0914\u0930 GAN-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u0914\u0930 \u0921\u094b\u092e\u0947\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u0928<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0905\u0915\u094d\u0938\u0930 \u0909\u0928 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u0905\u091a\u094d\u091b\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0928 \u092a\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e, \u0932\u0947\u0915\u093f\u0928 \u0928\u090f \u0921\u094b\u092e\u0947\u0928, \u092a\u094d\u0930\u0915\u093e\u0936 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f, \u0915\u0948\u092e\u0930\u093e \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u092f\u093e \u0905\u0928\u0926\u0947\u0916\u0940 \u0935\u0938\u094d\u0924\u0941 \u0935\u0930\u094d\u0917\u094b\u0902 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0921\u094b\u092e\u0947\u0928 \u0936\u093f\u092b\u094d\u091f \u0938\u092e\u0938\u094d\u092f\u093e \u0924\u092c \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0939\u094b\u0924\u0940 \u0939\u0948 \u091c\u092c \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0940 \u0935\u093f\u0935\u093f\u0927\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917:<\/strong> \u0915\u0908 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u093f-\u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0916\u0930\u093e\u092c \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0921\u094b\u092e\u0947\u0928 \u0936\u093f\u092b\u094d\u091f \u092e\u0941\u0926\u094d\u0926\u0947:<\/strong> \u0936\u0939\u0930\u0940 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 (\u091c\u0948\u0938\u0947, \u0938\u093f\u091f\u0940\u0938\u094d\u0915\u0947\u092a\u094d\u0938 \u0921\u0947\u091f\u093e\u0938\u0947\u091f) \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0917\u094d\u0930\u093e\u092e\u0940\u0923 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092f\u093e \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092e\u094c\u0938\u092e \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0935\u093f\u0935\u093f\u0927\u0924\u093e \u0915\u093e \u0905\u092d\u093e\u0935:<\/strong> \u0915\u0908 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0928\u0938\u094d\u0932, \u092d\u0942\u0917\u094b\u0932, \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0914\u0930 \u0915\u0948\u092e\u0930\u093e \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u092e\u0947\u0902 \u0935\u093f\u0935\u093f\u0927\u0924\u093e\u0913\u0902 \u0915\u093e \u0905\u092d\u093e\u0935 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u0935\u093f\u0927 \u0938\u0947\u091f\u093f\u0902\u0917\u094d\u0938 \u092e\u0947\u0902 \u092e\u0949\u0921\u0932 \u0915\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928: \u0921\u094b\u092e\u0947\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u0928, \u0915\u0941\u091b-\u0936\u0949\u091f \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u092e\u0947\u091f\u093e-\u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u092e\u0949\u0921\u0932 \u0915\u094b \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0928\u090f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0915\u0930 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u093e \u0939\u0948\u0964 \u0921\u0947\u091f\u093e \u0935\u0943\u0926\u094d\u0927\u093f \u0924\u0915\u0928\u0940\u0915\u0947\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f GAN \u092f\u093e \u0921\u094b\u092e\u0947\u0928 \u0930\u0948\u0902\u0921\u092e\u093e\u0907\u091c\u0947\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u093f\u0902\u0925\u0947\u091f\u093f\u0915 \u0921\u0947\u091f\u093e \u091c\u0928\u0930\u0947\u0936\u0928, \u0905\u0927\u093f\u0915 \u0935\u093f\u0935\u093f\u0927 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0928\u092e\u0942\u0928\u0947 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0938\u094d\u0935-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u0905\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092e\u0949\u0921\u0932 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0943\u0924 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092c\u093e\u0927\u093e\u090f\u0901<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917, \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0935\u093f\u091c\u093c\u0928, \u0935\u0940\u0921\u093f\u092f\u094b \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0938\u0902\u0935\u0930\u094d\u0927\u093f\u0924 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915\u0924\u093e (AR) \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0905\u0927\u093f\u0915\u093e\u0902\u0936 \u0909\u091a\u094d\u091a-\u0938\u091f\u0940\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u092e\u0939\u0902\u0917\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0926\u0947\u0930\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u091c\u091f\u093f\u0932 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0935\u093e\u0932\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u093e \u0905\u092d\u0940 \u092d\u0940 \u090f\u0915 \u091a\u0941\u0928\u094c\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0935\u093f\u0932\u0902\u092c\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902:<\/strong> \u0915\u0908 \u092e\u0949\u0921\u0932 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092b\u093c\u094d\u0930\u0947\u092e\u094b\u0902 \u0915\u094b \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0924\u0940\u0935\u094d\u0930\u0924\u093e \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930 \u092a\u093e\u0924\u0947, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0926\u0947\u0930\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0917\u0924\u093f \u0915\u0947 \u092c\u0940\u091a \u0938\u092e\u091d\u094c\u0924\u093e:<\/strong> \u0924\u0947\u091c\u093c \u092e\u0949\u0921\u0932, \u091c\u0948\u0938\u0947 \u0939\u0932\u094d\u0915\u0947 <strong>\u092e\u094b\u092c\u093e\u0907\u0932\u0928\u0947\u091f-\u0906\u0927\u093e\u0930\u093f\u0924 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930<\/strong>, \u0905\u0915\u094d\u0938\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u093e \u0924\u094d\u092f\u093e\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u092e\u0949\u0921\u0932 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0927\u0940\u092e\u0947 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e:<\/strong> \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u090f\u092e\u094d\u092c\u0947\u0921\u0947\u0921 \u0938\u093f\u0938\u094d\u091f\u092e \u092f\u093e \u092e\u094b\u092c\u093e\u0907\u0932 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u092a\u0930 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0935\u093f\u092d\u093e\u091c\u0928 \u091a\u0932\u093e\u0928\u093e \u0915\u0920\u093f\u0928 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928: \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e YOLO-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928, \u092b\u093e\u0938\u094d\u091f-SCNN \u0914\u0930 MobileViT \u091c\u0948\u0938\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902 \u091c\u094b \u092c\u0947\u0939\u0924\u0930 \u0917\u0924\u093f-\u0938\u091f\u0940\u0915\u0924\u093e \u0935\u094d\u092f\u093e\u092a\u093e\u0930-\u092c\u0902\u0926 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u091c \u0921\u093f\u0935\u093e\u0907\u0938 \u0914\u0930 \u092e\u094b\u092c\u093e\u0907\u0932 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u092a\u0930 \u0924\u0948\u0928\u093e\u0924\u0940 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u0902\u092a\u0940\u0921\u093c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0942\u0928\u093f\u0902\u0917, \u0928\u0949\u0932\u0947\u091c \u0921\u093f\u0938\u094d\u091f\u093f\u0932\u0947\u0936\u0928 \u0914\u0930 \u0915\u094d\u0935\u093e\u0902\u091f\u093f\u091c\u093c\u0947\u0936\u0928 \u0938\u0939\u093f\u0924 \u092e\u0949\u0921\u0932 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0915\u0941\u0936\u0932 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u0947 \u0932\u093f\u090f TPU, FPGA \u0914\u0930 AI \u0924\u094d\u0935\u0930\u0915 \u091c\u0948\u0938\u0947 \u0935\u093f\u0936\u0947\u0937 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0915\u094b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908: \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902, \u0938\u092c\u0938\u0947 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0939\u0948, \u091c\u0939\u093e\u0902 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0909\u092a\u0917\u094d\u0930\u0939 \u0914\u0930 \u0939\u0935\u093e\u0908 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/a>, \u0939\u092e \u092a\u0943\u0925\u094d\u0935\u0940 \u0915\u0940 \u0938\u0924\u0939 \u0915\u093e \u0938\u091f\u0940\u0915\u0924\u093e, \u0917\u0924\u093f \u0914\u0930 \u092e\u093e\u092a\u0928\u0940\u092f\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e \u0939\u0948\u0902\u0964 \u0939\u092e\u093e\u0930\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0935\u093e\u0932\u0940 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0915\u0943\u0937\u093f, \u0928\u093f\u0930\u094d\u092e\u093e\u0923, \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u091c\u0948\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u092d\u0942\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0938\u0947 \u091c\u0942\u091d\u0924\u0940 \u0939\u0948\u0902, \u091c\u0939\u093e\u0901 \u0935\u0938\u094d\u0924\u0941\u090f\u0901 \u0906\u0915\u093e\u0930, \u0906\u0915\u0943\u0924\u093f \u0914\u0930 \u0935\u0930\u094d\u0923\u0915\u094d\u0930\u092e\u0940\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964 \u0939\u092e\u093e\u0930\u093e AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0928\u093f\u092e\u094d\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0915\u0930\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u093f\u092d\u093e\u091c\u0928<\/strong> \u2013 \u0939\u092e\u093e\u0930\u0947 \u092e\u0949\u0921\u0932 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0907\u092e\u093e\u0930\u0924\u094b\u0902, \u0938\u0921\u093c\u0915\u094b\u0902, \u0935\u0928\u0938\u094d\u092a\u0924\u093f\u092f\u094b\u0902, \u091c\u0932 \u0928\u093f\u0915\u093e\u092f\u094b\u0902 \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0940 \u0924\u0947\u091c\u0940 \u0938\u0947 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0915\u0938\u094d\u091f\u092e AI \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923<\/strong> - \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091a\u093e\u0939\u0947 \u0935\u0939 \u092b\u0938\u0932 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0939\u094b, \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0939\u094b \u092f\u093e \u092d\u0942\u092e\u093f \u0909\u092a\u092f\u094b\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0939\u094b\u0964<\/li>\n\n\n\n<li><strong>\u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/strong> - \u092e\u093e\u0928\u0915 \u0906\u0930\u091c\u0940\u092c\u0940 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u0939\u092e \u0907\u0928\u094d\u092b\u094d\u0930\u093e\u0930\u0947\u0921, \u0932\u093f\u0921\u093e\u0930 \u0914\u0930 \u0939\u093e\u0907\u092a\u0930\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0914\u0930 \u0915\u0943\u0937\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0938\u0902\u092d\u0935 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/strong> - 99.7% \u0938\u092e\u092f \u0915\u0940 \u092c\u091a\u0924 \u0915\u0947 \u0938\u093e\u0925, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0917\u0940\u0917\u093e\u092a\u093f\u0915\u094d\u0938\u0932-\u0938\u094d\u0915\u0947\u0932 \u0907\u092e\u0947\u091c\u0930\u0940 \u0915\u094b \u0938\u0947\u0915\u0902\u0921\u094b\u0902 \u092e\u0947\u0902 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0948\u0928\u0941\u0905\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0918\u0902\u091f\u094b\u0902 \u0932\u0917\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u092a\u0939\u0932\u0947 \u0938\u0947 \u0939\u0940 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u091f\u0940\u0915 \u0914\u0930 \u0909\u091a\u094d\u091a \u0917\u0924\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947 \u0915\u0908 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947 \u0930\u0939\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u090f\u0935\u0902 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0936\u0939\u0930:<\/strong> \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u0947 \u0935\u093f\u0915\u093e\u0938, \u0939\u0930\u093f\u0924 \u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0914\u0930 \u0938\u0921\u093c\u0915 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0947\u0902\u0964<\/li>\n\n\n\n<li><strong>\u092a\u0930\u093f\u0936\u0941\u0926\u094d\u0927\u0924\u093e \u0915\u0943\u0937\u093f:<\/strong> \u092b\u0938\u0932 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e, \u0916\u0947\u0924 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u093e, \u0924\u0925\u093e \u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u093f\u091f\u094d\u091f\u0940 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0938\u0902\u0930\u0915\u094d\u0937\u0923:<\/strong> \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908, \u091c\u0932 \u092a\u094d\u0930\u0926\u0942\u0937\u0923 \u0914\u0930 \u092d\u0942\u092e\u093f \u0915\u094d\u0937\u0930\u0923 \u092a\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0928\u091c\u093c\u0930 \u0930\u0916\u0947\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0906\u092a\u0926\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u090f\u0935\u0902 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928:<\/strong> \u0909\u092a\u0917\u094d\u0930\u0939 \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u092a\u0939\u091a\u093e\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092c\u093e\u0922\u093c, \u0924\u0942\u092b\u093e\u0928 \u092f\u093e \u092d\u0942\u0915\u0902\u092a \u0915\u0947 \u092c\u093e\u0926 \u0915\u094d\u0937\u0924\u093f \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0947\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u090f\u0935\u0902 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u0915\u093e \u0930\u0916\u0930\u0916\u093e\u0935:<\/strong> \u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u092a\u0930 \u0928\u091c\u0930 \u0930\u0916\u0928\u0947 \u0914\u0930 \u0938\u0902\u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0921\u093c\u0915\u094b\u0902, \u092a\u0941\u0932\u094b\u0902 \u0914\u0930 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u0906\u0908 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0924\u093f\u092c\u0926\u094d\u0927 \u0939\u0948\u0964 \u0938\u094d\u0935-\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923, \u092b\u093c\u0947\u0921\u0930\u0947\u091f\u0947\u0921 AI \u0914\u0930 \u092e\u0932\u094d\u091f\u0940-\u092e\u094b\u0921\u0932 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u092f\u0942\u091c\u093c\u0928 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0915\u0947, \u0939\u092e AI-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0940 \u0905\u0917\u0932\u0940 \u092a\u0940\u0922\u093c\u0940 \u0915\u093e \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902 \u091c\u094b \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u0943\u0925\u094d\u0935\u0940 \u0905\u0935\u0932\u094b\u0915\u0928 \u0921\u0947\u091f\u093e \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0915\u094b \u092b\u093f\u0930 \u0938\u0947 \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902\u0917\u0947\u0964 \u091a\u093e\u0939\u0947 \u0906\u092a \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0939\u094b\u0902, \u0936\u0939\u0930\u0940 \u092f\u094b\u091c\u0928\u093e\u0915\u093e\u0930 \u0939\u094b\u0902 \u092f\u093e \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0915, \u0939\u092e\u093e\u0930\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0935\u093e\u0908 \u0914\u0930 \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0938\u0947 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u094b \u0905\u0928\u0932\u0949\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 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\u091c\u093f\u0938\u0938\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0914\u0930 \u092d\u0940 \u0905\u0927\u093f\u0915 \u0938\u0941\u0932\u092d \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u093e\u0932\u0940 \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1739185560618\"><strong class=\"schema-faq-question\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094d\u092f\u093e \u0939\u0948 \u0914\u0930 \u092f\u0939 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0915\u094d\u092f\u094b\u0902 \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091b\u0935\u093f \u0915\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0907\u092e\u0947\u091c\u093f\u0902\u0917, \u0938\u094d\u0935-\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u094b\u0902 \u0914\u0930 \u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948, \u091c\u0939\u093e\u0901 \u0938\u091f\u0940\u0915 \u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185581729\"><strong class=\"schema-faq-question\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u091c\u091f\u093f\u0932 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u092f\u0942-\u0928\u0947\u091f \u0914\u0930 \u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u091c\u0948\u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0935\u093f\u0938\u094d\u0924\u0943\u0924, \u092a\u093f\u0915\u094d\u0938\u0947\u0932-\u0938\u094d\u0924\u0930\u0940\u092f \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185598886\"><strong class=\"schema-faq-question\">\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0907\u0902\u0938\u094d\u091f\u0948\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u092c\u0940\u091a \u0915\u094d\u092f\u093e \u0905\u0902\u0924\u0930 \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0936\u094d\u0930\u0947\u0923\u0940 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0932\u0947\u092c\u0932 \u0915\u0930\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u090f\u0915 \u0939\u0940 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0926\u0942\u0938\u0930\u0940 \u0913\u0930, \u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0909\u0928\u092e\u0947\u0902 \u0905\u0902\u0924\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u092d\u0932\u0947 \u0939\u0940 \u0935\u0947 \u090f\u0915 \u0939\u0940 \u0936\u094d\u0930\u0947\u0923\u0940 \u0915\u0947 \u0939\u094b\u0902\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185615879\"><strong class=\"schema-faq-question\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0941\u091b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u092e\u0949\u0921\u0932\u094b\u0902 \u092e\u0947\u0902 \u092f\u0942-\u0928\u0947\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0938\u094d\u0915 \u0906\u0930-\u0938\u0940\u090f\u0928\u090f\u0928 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0914\u0930 \u0921\u0940\u092a\u0932\u0948\u092c, \u091c\u094b \u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0939\u0948\u0964 \u0938\u0947\u0917\u092e\u0947\u0902\u091f \u090f\u0928\u0940\u0925\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 (\u090f\u0938\u090f\u090f\u092e) \u090f\u0915 \u0939\u093e\u0932\u093f\u092f\u093e \u0909\u0928\u094d\u0928\u0924\u093f \u0939\u0948 \u091c\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185632181\"><strong class=\"schema-faq-question\">\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u092e\u0941\u0916\u094d\u092f \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0921\u093c\u0947 \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e, \u0909\u091a\u094d\u091a \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924 \u0914\u0930 \u0928\u090f \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0915\u0920\u093f\u0928\u093e\u0907\u092f\u093e\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u093e \u090f\u0915 \u091a\u0941\u0928\u094c\u0924\u0940 \u092c\u0928\u0940 \u0939\u0941\u0908 \u0939\u0948, \u0916\u093e\u0938\u0915\u0930 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u0914\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739185646486\"><strong class=\"schema-faq-question\">\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 \u0915\u094c\u0928 \u0938\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u0938\u092c\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 PASCAL VOC, MS COCO, Cityscapes, ADE20K \u0914\u0930 KITTI \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0936\u0939\u0930\u0940 \u0926\u0943\u0936\u094d\u092f\u094b\u0902, \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0914\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Image segmentation is a crucial process in computer vision that involves partitioning an image into meaningful segments. With the evolution of deep learning, segmentation techniques have advanced significantly, enabling highly accurate object detection and classification. This article provides an in-depth look at deep learning segmentation, its techniques, applications, and the most widely used datasets. Understanding [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":173922,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-174006","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Deep Learning Image Segmentation: Techniques &amp; Applications<\/title>\n<meta name=\"description\" content=\"Discover deep learning image segmentation, its techniques, applications, and datasets. Learn how AI-powered segmentation is transforming industries like healthcare and autonomous driving.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/hi\/deep-learning-segmentation\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Learning Image Segmentation: Techniques &amp; Applications\" \/>\n<meta property=\"og:description\" content=\"Discover deep learning image segmentation, its techniques, applications, and datasets. 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It is crucial for applications like medical imaging, self-driving cars, and industrial automation, where precise object identification is required.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185581729","position":2,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185581729","name":"\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Deep learning enables more accurate segmentation by using neural networks to learn complex patterns in images. Unlike traditional methods, deep learning models like U-Net and Mask R-CNN provide detailed, pixel-level classification, improving accuracy and adaptability.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185598886","position":3,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185598886","name":"\u0938\u093f\u092e\u0947\u0902\u091f\u093f\u0915 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0907\u0902\u0938\u094d\u091f\u0948\u0902\u0938 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0915\u0947 \u092c\u0940\u091a \u0915\u094d\u092f\u093e \u0905\u0902\u0924\u0930 \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Semantic segmentation labels each pixel based on object category but does not distinguish between multiple instances of the same object. Instance segmentation, on the other hand, identifies and differentiates individual objects, even if they belong to the same category.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185615879","position":4,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185615879","name":"\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0941\u091b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Popular models include U-Net, which is widely used in medical imaging, Mask R-CNN for instance segmentation, and DeepLab, which excels in semantic segmentation tasks. The Segment Anything Model (SAM) is a recent advancement that can segment objects without additional training.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185632181","position":5,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185632181","name":"\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923-\u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u092d\u093e\u091c\u0928 \u092e\u0947\u0902 \u092e\u0941\u0916\u094d\u092f \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Challenges include the need for large labeled datasets, high computational costs, and difficulties in generalizing models to new environments. Additionally, achieving real-time segmentation performance remains a challenge, especially in applications like robotics and autonomous driving.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185646486","position":6,"url":"https:\/\/flypix.ai\/deep-learning-segmentation\/#faq-question-1739185646486","name":"\u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 \u0915\u094c\u0928 \u0938\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Some of the most widely used datasets include PASCAL VOC, MS COCO, Cityscapes, ADE20K, and KITTI. These datasets provide high-quality annotations for training segmentation models across different domains, such as urban scenes, medical imaging, and object detection.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/174006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/comments?post=174006"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/174006\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media\/173922"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media?parent=174006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/categories?post=174006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/tags?post=174006"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}