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\u0938\u093e\u0930\u094d\u0925\u0915 \u0930\u0939\u0947\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/2-5-1024x683.jpg\" alt=\"\" class=\"wp-image-173817\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/2-5-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/2-5-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/2-5-768x512.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u093e \u092e\u0939\u0924\u094d\u0935<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u093e<\/h3>\n\n\n\n<p>\u0930\u093e\u091c\u092e\u093e\u0930\u094d\u0917 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\u0921\u093f\u091c\u093e\u0907\u0928 \u091f\u0940\u092e\u0947\u0902 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0924\u0924\u094d\u0935\u094b\u0902 \u0915\u094b \u0909\u0928 \u091c\u0917\u0939\u094b\u0902 \u092a\u0930 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u091c\u0939\u093e\u0901 \u0935\u0947 \u0938\u092c\u0938\u0947 \u0905\u0927\u093f\u0915 \u092e\u093e\u092f\u0928\u0947 \u0930\u0916\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u091c\u093e\u0928 \u0914\u0930 \u092a\u0948\u0938\u093e \u0926\u094b\u0928\u094b\u0902 \u0915\u0940 \u092c\u091a\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0907\u0938 \u092c\u0940\u091a, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928\u094b\u0902-\u0916\u093e\u0938\u0915\u0930 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u092f\u093e \u0911\u092b-\u0930\u094b\u0921 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 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\u092d\u0940 \u0932\u093e\u0917\u0942 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0938\u0924\u0939 \u092a\u0930\u0924\u094b\u0902 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 \u092a\u0930 \u0938\u091f\u0940\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925, \u0938\u0902\u0917\u0920\u0928 \u0905\u0928\u093e\u0935\u0936\u094d\u092f\u0915 \u0915\u094d\u0937\u0924\u093f \u092f\u093e \u0905\u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0938\u0947 \u092c\u091a\u0924\u0947 \u0939\u0948\u0902, \u0905\u0902\u0924\u0924\u0903 \u0932\u093e\u0917\u0924 \u0914\u0930 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e \u0938\u092e\u092f\u0938\u0940\u092e\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0905\u0928\u094d\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0927\u093e\u0930\u092d\u0942\u0924 \u0915\u0926\u092e<\/h3>\n\n\n\n<p>\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u093f\u0930\u094d\u092b\u093c \u090f\u0915 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0928\u0939\u0940\u0902 \u0939\u0948; \u092f\u0939 \u0905\u0915\u094d\u0938\u0930 \u092c\u093e\u0926 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0930\u0923 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0905\u0927\u094d\u092f\u092f\u0928\u094b\u0902 \u092e\u0947\u0902, \u092d\u0942-\u092d\u093e\u0917 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0906\u0935\u093e\u0938\u094b\u0902 \u0915\u093e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0930\u0928\u0947, \u0915\u091f\u093e\u0935 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0928\u0947 \u092f\u093e \u092c\u093e\u0922\u093c \u0915\u0947 \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f, \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u0947 \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u092d\u0942\u092e\u093f \u0915\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092a\u0925-\u0916\u094b\u091c \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u0938\u0947\u0902\u0938\u0930 \u092b\u093c\u094d\u092f\u0942\u091c\u093c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092e\u094c\u0932\u093f\u0915 \u0939\u0948\u0964 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u090f\u0915 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0938\u0902\u0930\u091a\u093f\u0924 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0915\u0930, \u092c\u093e\u0926 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f \u0905\u0927\u093f\u0915 \u0932\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u0938\u091f\u0940\u0915 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img 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\">Flypix.ai \u0914\u0930 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/h2>\n\n\n\n<p>\u0939\u092e \u0939\u0948\u0902 <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938.ai<\/a>, \u090f\u0915 \u091f\u0940\u092e \u091c\u094b \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0928\u0947, \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u0939\u0948\u0964 \u0939\u0935\u093e\u0908 \u0907\u092e\u0947\u091c\u0930\u0940, \u0909\u0928\u094d\u0928\u0924 \u0938\u0947\u0902\u0938\u0930 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0939\u092e\u093e\u0930\u0940 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0939\u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u0939\u092e \u092d\u093e\u0917\u0940\u0926\u093e\u0930\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0924 \u0915\u092e \u0915\u0930\u0928\u0947, \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e \u0928\u093f\u092f\u094b\u091c\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924, \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 - \u091a\u093e\u0939\u0947 \u0906\u092a \u0938\u0921\u093c\u0915\u0947\u0902 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0938\u093f\u0938\u094d\u091f\u092e \u0924\u0948\u0928\u093e\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902, \u092f\u093e \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0901\u091a\u093e \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092e\u094c\u0932\u093f\u0915 \u092d\u0942-\u092d\u093e\u0917 \u092a\u094d\u0930\u0915\u093e\u0930 \u0914\u0930 \u0909\u0928\u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0921\u093c\u0915-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u092d\u0942-\u092d\u093e\u0917 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\u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0940 \u0917\u0908 \u0917\u0924\u093f \u0938\u092e\u0924\u0932 \u0907\u0932\u093e\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0915\u092e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092a\u0939\u093e\u0921\u093c\u0940 \u0907\u0932\u093e\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0939\u0948\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u092a\u0930\u094d\u0935\u0924\u0940\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930<\/h4>\n\n\n\n<p>\u0907\u0938\u092e\u0947\u0902 \u0924\u0940\u0935\u094d\u0930 \u090a\u0902\u091a\u093e\u0908 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0915\u0947 \u0932\u093f\u090f \u0905\u0915\u094d\u0938\u0930 \u0938\u093e\u0907\u0921-\u0939\u093f\u0932 \u0909\u0924\u094d\u0916\u0928\u0928 \u0914\u0930 \u0938\u094d\u0935\u093f\u091a\u092c\u0948\u0915 \u0938\u0921\u093c\u0915\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u094b\u0902 \u0915\u094b \u0917\u094d\u0930\u0947\u0921, \u091c\u0932 \u0928\u093f\u0915\u093e\u0938\u0940 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e\u0924\u094d\u092e\u0915 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u094b \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964 \u0909\u091a\u094d\u091a \u0930\u093f\u091f\u0947\u0928\u093f\u0902\u0917 \u0926\u0940\u0935\u093e\u0930\u0947\u0902, \u092a\u0941\u0932 \u0914\u0930 \u0938\u0941\u0930\u0902\u0917\u0947\u0902 \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u094b \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0932\u093e\u0917\u0924 \u0914\u0930 \u0938\u092e\u092f\u0938\u0940\u092e\u093e \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0935\u093f\u0936\u0947\u0937 \u092e\u093e\u092e\u0932\u0947 (\u091c\u0948\u0938\u0947, \u092c\u0939\u0941\u0924 \u0938\u092a\u093e\u091f, \u092c\u0939\u0941\u0924 \u0916\u0921\u093c\u0940)<\/h4>\n\n\n\n<p>\u0915\u0941\u091b \u092e\u093e\u0928\u0915 \u091a\u0930\u092e \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f &quot;\u092c\u0939\u0941\u0924 \u0938\u092a\u093e\u091f&quot; \u092f\u093e &quot;\u092c\u0939\u0941\u0924 \u0916\u0921\u093c\u0940&quot; \u091c\u0948\u0938\u0940 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u093e\u0902 \u091c\u094b\u0921\u093c\u0924\u0947 \u0939\u0948\u0902\u0964 \u0905\u0902\u0924\u0939\u0940\u0928 \u0938\u092a\u093e\u091f \u0939\u093f\u0938\u094d\u0938\u094b\u0902 \u0935\u093e\u0932\u0947 \u0930\u0947\u0917\u093f\u0938\u094d\u0924\u093e\u0928\u0940 \u0930\u093e\u091c\u092e\u093e\u0930\u094d\u0917\u094b\u0902 \u0915\u094b \u0939\u0935\u093e \u0938\u0947 \u0909\u0921\u093c\u0928\u0947 \u0935\u093e\u0932\u0940 \u0930\u0947\u0924 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0941\u091b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0940 \u0924\u0930\u0939, \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0916\u0921\u093c\u0940 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092d\u093f\u0928\u0935 \u0938\u0902\u0930\u0947\u0916\u0923 \u0938\u092e\u093e\u0927\u093e\u0928 \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\">\u0911\u092b-\u0930\u094b\u0921 \u0914\u0930 \u0915\u091a\u094d\u091a\u0940 \u0938\u0924\u0939\u0947\u0902<\/h3>\n\n\n\n<p>\u0911\u092b-\u0930\u094b\u0921 \u0907\u0932\u093e\u0915\u0947 \u092a\u0915\u094d\u0915\u0940 \u0938\u0921\u093c\u0915 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0905\u0915\u094d\u0938\u0930 \u0938\u0924\u0939 \u0915\u0940 \u0916\u0941\u0930\u0926\u0930\u093e\u092a\u0928, \u092e\u093f\u091f\u094d\u091f\u0940 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 \u092f\u093e \u0935\u0928\u0938\u094d\u092a\u0924\u093f \u0915\u0935\u0930\u0947\u091c \u0915\u0947 \u0907\u0930\u094d\u0926-\u0917\u093f\u0930\u094d\u0926 \u0918\u0942\u092e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, ISO 8608 \u092e\u093e\u0928\u0915 &quot;\u0915\u094d\u0932\u093e\u0938 A&quot; (\u091a\u093f\u0915\u0928\u0940) \u0938\u0947 \u0932\u0947\u0915\u0930 &quot;\u0915\u094d\u0932\u093e\u0938 H&quot; (\u092c\u0947\u0939\u0926 \u0909\u092c\u0921\u093c-\u0916\u093e\u092c\u0921\u093c) \u091c\u0948\u0938\u0947 \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0921\u093c\u0915 \u0915\u0940 \u0916\u0941\u0930\u0926\u0930\u093e\u092a\u0928 \u0915\u094b \u092e\u093e\u092a\u0924\u093e \u0939\u0948\u0964 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0915\u0948\u092e\u0930\u094b\u0902 \u092f\u093e \u0905\u0928\u094d\u092f \u0938\u0947\u0902\u0938\u0930 \u0915\u094b \u0907\u0928 \u0935\u0930\u094d\u0917\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0907\u0932\u093e\u0915\u0947 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u0938\u0947 \u092a\u0939\u0932\u0947 \u0915\u093f \u0915\u094b\u0908 \u0935\u093e\u0939\u0928 \u0909\u0928\u0938\u0947 \u091f\u0915\u0930\u093e\u090f\u0964 \u092f\u0939 \u0909\u0928\u094d\u0928\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u0930-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u094d\u0937\u0923 \u0914\u0930 \u0906\u0930\u093e\u092e \u0915\u0947 \u0932\u093f\u090f \u0917\u0924\u093f \u092f\u093e \u0928\u093f\u0932\u0902\u092c\u0928 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u0942\u092d\u093e\u0917 \u0918\u091f\u0915<\/h3>\n\n\n\n<p>\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u0947 \u092c\u093e\u0939\u0930, \u092d\u0942\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0935\u0928\u094b\u0902, \u0918\u093e\u0938 \u0915\u0947 \u092e\u0948\u0926\u093e\u0928\u094b\u0902, \u091c\u0932 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\u092d\u0942\u092e\u093f&quot; \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0914\u0930 \u0916\u0941\u0932\u0947 \u092e\u0948\u0926\u093e\u0928\u094b\u0902 \u0915\u094b &quot;\u0918\u093e\u0938 \u0915\u0947 \u092e\u0948\u0926\u093e\u0928&quot; \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0932\u0947\u092c\u0932 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0924\u0930\u0939 \u0915\u0947 \u092d\u0947\u0926 \u092a\u093e\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u0915\u0940\u0935\u093f\u0926\u094b\u0902, \u092d\u0942\u0917\u094b\u0932\u0935\u0947\u0924\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u092a\u094d\u0930\u092c\u0902\u0927\u0915\u094b\u0902 \u0915\u094b \u092a\u093e\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u0915\u0940 \u0924\u0902\u0924\u094d\u0930 \u092e\u0947\u0902 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0947 \u092c\u0926\u0932\u093e\u0935\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u0947, \u0935\u0928\u094d\u092f\u091c\u0940\u0935 \u0906\u0935\u093e\u0938\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \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\/3-6-1024x683.jpg\" alt=\"\" class=\"wp-image-173818\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/3-6-1024x683.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/3-6-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/3-6-768x512.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0940 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u0947\u0902<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/h3>\n\n\n\n<p>\u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0947 \u0906\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947, \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0905\u0915\u094d\u0938\u0930 \u0907\u0938 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0925\u093e:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0925\u0932\u093e\u0915\u0943\u0924\u093f\u0915 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930:<\/strong> \u0938\u092e\u094b\u091a\u094d\u091a \u0930\u0947\u0916\u093e\u0913\u0902 \u0915\u093e \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930\u0915\u0947, \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u0928\u0947 \u0922\u0932\u093e\u0928 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u094b\u0902 \u0914\u0930 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u090a\u0902\u091a\u093e\u0908 \u0905\u0902\u0924\u0930\u094b\u0902 \u0915\u093e \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u0923 \u0915\u093f\u092f\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923:<\/strong> \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930 \u0914\u0930 \u092d\u0942\u0917\u094b\u0932\u0935\u0947\u0924\u094d\u0924\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u092a\u0948\u0926\u0932 \u092f\u093e \u0917\u093e\u0921\u093c\u0940 \u0938\u0947 \u0918\u0942\u092e\u0915\u0930 \u0938\u0924\u0939 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0926\u0943\u0936\u094d\u092f \u0906\u0915\u0932\u0928 \u0915\u0930\u0924\u0947 \u0925\u0947\u0964<\/li>\n\n\n\n<li><strong>\u0939\u0935\u093e\u0908 \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092b\u0940:<\/strong> \u0935\u093f\u092e\u093e\u0928\u094b\u0902 \u092f\u093e \u0939\u0947\u0932\u0940\u0915\u0949\u092a\u094d\u091f\u0930\u094b\u0902 \u0938\u0947 \u0932\u0940 \u0917\u0908 \u0924\u0938\u094d\u0935\u0940\u0930\u094b\u0902 \u0938\u0947 \u090a\u092a\u0930 \u0915\u093e \u0926\u0943\u0936\u094d\u092f \u092e\u093f\u0932\u0924\u093e \u0925\u093e, \u091c\u093f\u0938\u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0915 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0930\u0942\u092a \u0938\u0947 \u0915\u0930\u0924\u0947 \u0925\u0947\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u0939\u093e\u0932\u093e\u0902\u0915\u093f \u0915\u0941\u091b \u0938\u0902\u0926\u0930\u094d\u092d\u094b\u0902 \u092e\u0947\u0902 \u092f\u0947 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0907\u0928\u092e\u0947\u0902 \u0938\u092e\u092f \u0932\u0917 \u0938\u0915\u0924\u093e \u0939\u0948 \u0914\u0930 \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u092d\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948, \u0916\u093e\u0938\u0915\u0930 \u091c\u092c \u092c\u0921\u093c\u0947 \u092f\u093e \u091c\u091f\u093f\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0915\u094b \u0915\u0935\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0935\u0947 \u092e\u094c\u0938\u092e \u092f\u093e \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u092c\u0926\u0932\u0924\u0947 \u0917\u0924\u093f\u0936\u0940\u0932 \u0907\u0932\u093e\u0915\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0924\u093e\u0932\u092e\u0947\u0932 \u092c\u093f\u0920\u093e\u0928\u0947 \u092e\u0947\u0902 \u092d\u0940 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0906\u0927\u0941\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0905\u0927\u093f\u0917\u094d\u0930\u0939\u0923: LiDAR \u0914\u0930 \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092e\u0947\u091f\u094d\u0930\u0940<\/h3>\n\n\n\n<p>\u0938\u092e\u0915\u093e\u0932\u0940\u0928 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0905\u0915\u094d\u0938\u0930 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0921\u0947\u091f\u093e \u0905\u0927\u093f\u0917\u094d\u0930\u0939\u0923 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LiDAR (\u0932\u093e\u0907\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u090f\u0902\u0921 \u0930\u0947\u0902\u091c\u093f\u0902\u0917):<\/strong> \u0926\u0942\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u092e\u093e\u092a\u0928\u0947 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u093e 3D \u092a\u0949\u0907\u0902\u091f \u0915\u094d\u0932\u093e\u0909\u0921 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0932\u0947\u091c\u0930 \u092a\u0932\u094d\u0938 \u092d\u0947\u091c\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u092a\u0930\u093f\u0923\u093e\u092e \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093e\u0902\u0915\u094b\u0902 \u0915\u093e \u090f\u0915 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0938\u0947\u091f \u0939\u0948 \u091c\u094b \u091c\u093c\u092e\u0940\u0928 \u0915\u0940 \u0938\u0924\u0939, \u0935\u0928\u0938\u094d\u092a\u0924\u093f \u0914\u0930 \u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0947 \u0935\u093f\u0935\u0930\u0923 \u0915\u094b \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092e\u0947\u091f\u094d\u0930\u0940:<\/strong> 3D \u0938\u0924\u0939\u094b\u0902 \u0915\u0947 \u092a\u0941\u0928\u0930\u094d\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0947 \u0932\u093f\u090f \u0913\u0935\u0930\u0932\u0948\u092a\u093f\u0902\u0917 \u0907\u092e\u0947\u091c (\u0921\u094d\u0930\u094b\u0928 \u092f\u093e \u0938\u0948\u091f\u0947\u0932\u093e\u0907\u091f \u0938\u0947) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0917\u0939\u0930\u093e\u0908 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u090a\u0902\u091a\u093e\u0908 \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u092b\u093c\u094b\u091f\u094b \u0915\u094b \u0938\u0902\u0930\u0947\u0916\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>360-\u0921\u093f\u0917\u094d\u0930\u0940 \u092a\u0948\u0928\u094b\u0930\u092e\u093f\u0915 \u0915\u0948\u092e\u0930\u0947:<\/strong> \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0926\u0943\u0936\u094d\u092f \u0930\u093f\u0915\u0949\u0930\u094d\u0921 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902, \u091c\u094b \u0938\u0924\u0939\u094b\u0902 (\u0921\u093e\u092e\u0930, \u0915\u0902\u0915\u094d\u0930\u0940\u091f) \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092f\u093e \u0935\u0938\u094d\u0924\u0941\u0913\u0902 (\u092a\u0947\u0921\u093c, \u0916\u0902\u092d\u0947) \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u0938\u093e\u092e\u0942\u0939\u093f\u0915 \u0930\u0942\u092a \u0938\u0947, \u092f\u0947 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u092e\u0927\u094d\u092f\u092e \u0906\u0915\u093e\u0930 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0947 \u0932\u093f\u090f \u092d\u0940 \u0932\u093e\u0916\u094b\u0902 \u0921\u0947\u091f\u093e \u092a\u0949\u0907\u0902\u091f \u092f\u093e \u0907\u092e\u0947\u091c \u0924\u0948\u092f\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u094b \u092a\u0941\u0930\u093e\u0928\u0940 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0915\u0939\u0940\u0902 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0921\u0947\u091f\u093e \u0915\u0940 \u0907\u0938 \u092e\u093e\u0924\u094d\u0930\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u091c\u093c\u092c\u0942\u0924 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092b\u093c\u0940\u091a\u0930 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u093f\u0902\u0917<\/h3>\n\n\n\n<p>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092f\u093e \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0938\u0902\u0926\u0930\u094d\u092d\u094b\u0902 \u092e\u0947\u0902, \u0915\u091a\u094d\u091a\u093e \u0921\u0947\u091f\u093e \u0936\u093e\u092f\u0926 \u0939\u0940 \u0915\u092d\u0940 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e \u0910\u0938\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0928\u093f\u0915\u093e\u0932\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0915\u093f\u0938\u0940 \u092c\u093f\u0902\u0926\u0941 \u0915\u0947 \u0906\u0938-\u092a\u093e\u0938 \u0915\u0947 \u0906\u0915\u093e\u0930 \u092f\u093e \u092a\u094d\u0930\u0915\u0943\u0924\u093f \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u092e\u093e\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901:<\/strong> \u092f\u0939 \u092a\u0939\u091a\u093e\u0928\u0928\u093e \u0915\u093f \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u092c\u093f\u0902\u0926\u0941 \u0938\u092e\u0924\u0932 \u0938\u0924\u0939 \u092a\u0930 \u0938\u0902\u0930\u0947\u0916\u093f\u0924 \u0939\u0948\u0902 \u092f\u093e \u0928\u0939\u0940\u0902\u0964 \u090f\u0915 \u092c\u0921\u093c\u093e \u0938\u092e\u0924\u0932 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0938\u0902\u092d\u0935\u0924\u0903 \u090f\u0915 \u0907\u092e\u093e\u0930\u0924 \u0915\u0947 \u0905\u0917\u094d\u0930\u092d\u093e\u0917 \u092f\u093e \u092b\u0941\u091f\u092a\u093e\u0925 \u0915\u0947 \u090f\u0915 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0938\u092e\u0924\u0932 \u0916\u0902\u0921 \u0915\u094b \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u090a\u0930\u094d\u0927\u094d\u0935\u093e\u0927\u0930 \u0935\u093f\u0924\u0930\u0923 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902:<\/strong> \u092f\u0939 \u0917\u093f\u0928\u0928\u0947 \u0938\u0947 \u0915\u093f \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u090a\u0902\u091a\u093e\u0908 \u0905\u0902\u0924\u0930\u093e\u0932 \u0915\u0947 \u092d\u0940\u0924\u0930 \u0915\u093f\u0924\u0928\u0947 \u092a\u0921\u093c\u094b\u0938\u0940 \u092c\u093f\u0902\u0926\u0941 \u0938\u094d\u0925\u093f\u0924 \u0939\u0948\u0902, \u090f\u0915 \u092a\u0947\u0921\u093c \u0915\u0947 \u0924\u0928\u0947 \u0915\u094b \u0909\u0938\u0915\u0940 \u092a\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0935\u093e\u0932\u0940 \u091b\u0924\u0930\u0940 \u0938\u0947 \u0905\u0932\u0917 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u091c\u093c\u092e\u0940\u0928 \u0938\u0947 \u0928\u093f\u0915\u091f\u0924\u093e:<\/strong> \u0936\u0942\u0928\u094d\u092f \u090a\u0902\u091a\u093e\u0908 \u0915\u0947 \u0915\u0930\u0940\u092c (\u092f\u093e \u090f\u0915 \u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0938\u0940\u092e\u093e \u0915\u0947 \u092d\u0940\u0924\u0930) \u0938\u094d\u0925\u093f\u0924 \u092c\u093f\u0902\u0926\u0941 \u091d\u093e\u0921\u093c\u093f\u092f\u093e\u0902 \u092f\u093e \u0928\u093f\u091a\u0932\u0940 \u0935\u0938\u094d\u0924\u0941\u090f\u0902 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u092f\u0947 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u094b - \u091c\u0948\u0938\u0947 3D \u092a\u0949\u0907\u0902\u091f \u0915\u094d\u0932\u093e\u0909\u0921 - \u0938\u0902\u0930\u091a\u093f\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092e\u0947\u0902 \u092c\u0926\u0932 \u0926\u0947\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0947 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094d\u0932\u093e\u0938\u093f\u092b\u093e\u092f\u0930<\/h3>\n\n\n\n<p>\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0938\u092a\u094b\u0930\u094d\u091f \u0935\u0947\u0915\u094d\u091f\u0930 \u092e\u0936\u0940\u0928 (\u090f\u0938\u0935\u0940\u090f\u092e)<\/h4>\n\n\n\n<p>SVMs \u092c\u0939\u0941-\u0906\u092f\u093e\u092e\u0940 \u092b\u093c\u0940\u091a\u0930 \u0938\u094d\u092a\u0947\u0938 \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u0938\u0940\u092e\u093e \u0916\u094b\u091c\u0928\u0947 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0939\u0948\u0902\u0964 \u0909\u0928\u094d\u0939\u0947\u0902 \u092c\u0939\u0941-\u0935\u0930\u094d\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 (\u091c\u0948\u0938\u0947, \u091c\u093c\u092e\u0940\u0928 \u092c\u0928\u093e\u092e \u092a\u0947\u0921\u093c \u092c\u0928\u093e\u092e \u091d\u093e\u0921\u093c\u0940 \u092c\u0928\u093e\u092e \u0907\u092e\u093e\u0930\u0924) \u0924\u0915 \u092c\u0922\u093c\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u091c\u092c \u0921\u0947\u091f\u093e \u0936\u094b\u0930\u0917\u0941\u0932 \u0935\u093e\u0932\u093e \u0939\u094b \u092f\u093e \u091c\u092c \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u094b, \u0924\u094b SVM \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0935\u094b\u091f \u0915\u093f\u092f\u093e \u0917\u092f\u093e-\u090f\u0938\u0935\u0940\u090f\u092e<\/h4>\n\n\n\n<p>\u092c\u0947\u0938\u093f\u0915 SVM \u0915\u0947 \u090a\u092a\u0930 \u090f\u0915 \u0938\u094d\u092e\u0942\u0925\u093f\u0902\u0917 \u0938\u094d\u091f\u0947\u092a \u091c\u094b\u0921\u093c\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092c\u093f\u0902\u0926\u0941 \u0915\u093e \u0905\u0902\u0924\u093f\u092e \u0932\u0947\u092c\u0932 \u0909\u0938\u0915\u0947 \u092a\u0921\u093c\u094b\u0938\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u0939\u0941\u092e\u0924 \u0935\u094b\u091f \u0926\u094d\u0935\u093e\u0930\u093e \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091b\u094b\u091f\u0947 \u0917\u0932\u0924 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u094b \u0920\u0940\u0915 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u0932\u0947\u0915\u093f\u0928 \u0909\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0902 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u091c\u091f\u093f\u0932 \u0939\u0948 (\u091c\u0948\u0938\u0947, \u092e\u0947\u0939\u0930\u093e\u092c \u092f\u093e \u0905\u0928\u094d\u092f \u0935\u093e\u0938\u094d\u0924\u0941\u0936\u093f\u0932\u094d\u092a \u0935\u093f\u0935\u0930\u0923)\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u090f\u0938\u094b\u0938\u093f\u090f\u091f\u093f\u0935 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (AMNs)<\/h4>\n\n\n\n<p>\u090f\u0915 \u0910\u0938\u093e \u0917\u094d\u0930\u093e\u092b \u092c\u0928\u093e\u090f\u0901 \u091c\u0939\u093e\u0901 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092c\u093f\u0902\u0926\u0941 3D \u0938\u094d\u092a\u0947\u0938 \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u092a\u0921\u093c\u094b\u0938\u093f\u092f\u094b\u0902 \u0938\u0947 \u091c\u0941\u0921\u093c\u0924\u093e \u0939\u094b\u0964 \u090f\u0915 \u091c\u094b\u0921\u093c\u0940\u0926\u093e\u0930 \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0938\u0902\u0917\u0924\u093f \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0924\u0940 \u0939\u0948, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948 \u0915\u093f \u0906\u0938\u0928\u094d\u0928 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u092e\u0947\u0902 \u0932\u0947\u092c\u0932 \u0938\u093e\u091d\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0927\u093f\u0915 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0939\u0948 \u092f\u0926\u093f \u0935\u0947 \u0915\u0941\u091b \u091c\u094d\u092f\u093e\u092e\u093f\u0924\u0940\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u093e\u091d\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 AMN \u0905\u0915\u094d\u0938\u0930 \u091c\u091f\u093f\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u092a\u0930\u093f\u0923\u093e\u092e \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\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 (\u0938\u0940\u090f\u0928\u090f\u0928)<\/h4>\n\n\n\n<p>\u091b\u0935\u093f-\u0906\u0927\u093e\u0930\u093f\u0924 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0905\u0915\u094d\u0938\u0930 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0932\u0947\u092c\u0932 \u0935\u093e\u0932\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u094d\u0935\u093e\u0930\u093e, \u090f\u0915 CNN \u0909\u0928 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u093e \u0938\u0940\u0916 \u0938\u0915\u0924\u093e \u0939\u0948 \u091c\u094b \u0935\u093f\u0936\u0947\u0937 \u092d\u0942-\u092d\u093e\u0917 \u0916\u0941\u0930\u0926\u0930\u093e\u092a\u0928 \u0938\u094d\u0924\u0930\u094b\u0902 \u092f\u093e \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0930 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (\u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u093e \u092a\u0941\u0928\u0903 \u0909\u092a\u092f\u094b\u0917) \u0935\u093f\u0915\u093e\u0938 \u0915\u094b \u0917\u0924\u093f \u0926\u0947 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u091c\u0940\u0906\u0908\u090f\u0938 \u0914\u0930 \u0938\u0940\u090f\u0921\u0940 \u090f\u0915\u0940\u0915\u0930\u0923<\/h3>\n\n\n\n<p>\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u092c\u093e\u0926, \u092a\u0930\u093f\u0923\u093e\u092e \u0905\u0915\u094d\u0938\u0930 \u092d\u094c\u0917\u094b\u0932\u093f\u0915 \u0938\u0942\u091a\u0928\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940 (GIS) \u092f\u093e \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 (CAD) \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u092e\u0947\u0902 \u092b\u0940\u0921 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u092f\u094b\u091c\u0928\u093e\u0915\u093e\u0930\u094b\u0902, \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u094b\u0902 \u092f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0915\u094b\u0902 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0921\u0947\u091f\u093e \u0915\u094b 2D \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u092f\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 3D \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0926\u0947\u0916\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u0935\u093e\u0924\u093e\u0935\u0930\u0923\u094b\u0902 \u092e\u0947\u0902, \u0906\u092a \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0928\u093f\u0930\u094d\u0923\u092f\u094b\u0902 \u0914\u0930 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0928\u093f\u092f\u094b\u091c\u0928 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u092d\u0942\u092d\u093e\u0917 \u092a\u0930 \u0938\u0921\u093c\u0915\u0947\u0902, \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u0930\u0947\u0916\u093e\u090f\u0901 \u0913\u0935\u0930\u0932\u0947 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0921\u0947\u091f\u093e \u0905\u0927\u093f\u0917\u094d\u0930\u0939\u0923 \u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u0932\u0947\u091c\u093c\u0930 \u0938\u094d\u0915\u0948\u0928\u0930 (LiDAR):<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u0925\u093f\u0930 \u092f\u093e \u0935\u093e\u0939\u0928\u094b\u0902, \u0921\u094d\u0930\u094b\u0928\u094b\u0902 \u092f\u093e \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u092c\u0948\u0915\u092a\u0948\u0915\u094b\u0902 \u092a\u0930 \u092d\u0940 \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0932\u093e\u0916\u094b\u0902 \u0938\u091f\u0940\u0915 \u0926\u0942\u0930\u0940 \u092e\u093e\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902.<\/li>\n\n\n\n<li>\u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u0939\u0930\u0940 \u092f\u093e \u091c\u091f\u093f\u0932 \u0911\u092b-\u0930\u094b\u0921 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092b\u093e\u092f\u0926\u0947\u092e\u0902\u0926\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0915\u0948\u092e\u0930\u0947 (\u0906\u0930\u091c\u0940\u092c\u0940, \u0907\u0928\u094d\u092b\u094d\u0930\u093e\u0930\u0947\u0921, \u092f\u093e \u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932):<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0909\u0928\u094d\u0928\u0924 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0930\u0902\u0917 \u092f\u093e \u0935\u0930\u094d\u0923\u0915\u094d\u0930\u092e\u0940\u092f \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902\u0964<\/li>\n\n\n\n<li>\u0907\u0928\u094d\u092b\u094d\u0930\u093e\u0930\u0947\u0921 \u0938\u0947 \u0924\u093e\u092a\u092e\u093e\u0928 \u092e\u0947\u0902 \u0905\u0902\u0924\u0930 \u092f\u093e \u0928\u092e\u0940 \u0915\u0947 \u0938\u094d\u0924\u0930 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u0915\u0948\u092e\u0930\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u092f\u093e \u0915\u0943\u0937\u093f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u0917\u094d\u0932\u094b\u092c\u0932 \u092a\u094b\u091c\u093f\u0936\u0928\u093f\u0902\u0917 \u0938\u093f\u0938\u094d\u091f\u092e (\u091c\u0940\u092a\u0940\u090f\u0938) \u0914\u0930 \u0906\u0908\u090f\u092e\u092f\u0942:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u0925\u093e\u0928 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u094b \u091c\u0921\u093c\u0924\u094d\u0935\u0940\u092f \u092e\u093e\u092a \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n\n\n\n<li>\u0938\u094d\u0915\u0948\u0928 \u092f\u093e \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u090f\u0915 \u0938\u0941\u0938\u0902\u0917\u0924, \u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u0926\u0930\u094d\u092d \u092b\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0914\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">3\u0921\u0940 \u092a\u0941\u0928\u0930\u094d\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LiDAR \u092f\u093e \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092e\u0947\u091f\u094d\u0930\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u094b \u092c\u093f\u0902\u0926\u0941 \u092c\u093e\u0926\u0932\u094b\u0902 \u092f\u093e \u091c\u093e\u0932 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0938\u0902\u092a\u093e\u0926\u0928 \u092f\u093e \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 (\u091f\u0947\u0928\u094d\u0938\u0930\u092b\u094d\u0932\u094b, \u092a\u093e\u092f\u091f\u0949\u0930\u094d\u091a, \u0938\u094d\u0915\u093f\u0915\u093f\u091f-\u0932\u0930\u094d\u0928):<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u0940\u090f\u0928\u090f\u0928, \u090f\u0938\u0935\u0940\u090f\u092e \u092f\u093e \u0909\u0928\u094d\u0928\u0924 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091c\u0948\u0938\u0947 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0947\u0902 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0914\u0930 GPU \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940\u091c\u093c \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u091c\u0940\u0906\u0908\u090f\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e (\u0906\u0930\u094d\u0915\u091c\u0940\u0906\u0908\u090f\u0938, \u0915\u094d\u092f\u0942\u091c\u0940\u0906\u0908\u090f\u0938):<\/h4>\n\n\n\n<p>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923, \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u0924\u0925\u093e \u0938\u0921\u093c\u0915\u094b\u0902, \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u0938\u0940\u092e\u093e\u0913\u0902 \u092f\u093e \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u092a\u0930\u0924\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u0913\u0935\u0930\u0932\u0947 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940\u0964<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0938\u0940\u090f\u0921\u0940 \u0909\u092a\u0915\u0930\u0923 (\u0911\u091f\u094b\u0915\u0948\u0921, \u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u094d\u091f\u0947\u0936\u0928):<\/h4>\n\n\n\n<p>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u091c\u0939\u093e\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0921\u0947\u091f\u093e \u0930\u093e\u091c\u092e\u093e\u0930\u094d\u0917\u094b\u0902 \u092f\u093e \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091c\u0948\u0938\u0940 \u0921\u093f\u091c\u093e\u0907\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\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=\"768\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-1024x768.jpg\" alt=\"\" class=\"wp-image-173819\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-1024x768.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-300x225.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-768x576.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-1536x1152.jpg 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-2048x1536.jpg 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/4-6-16x12.jpg 16w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0930\u093e\u091c\u092e\u093e\u0930\u094d\u0917 \u0921\u093f\u091c\u093e\u0907\u0928<\/h3>\n\n\n\n<p>\u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930 \u0915\u094d\u0937\u0948\u0924\u093f\u091c \u0935\u0915\u094d\u0930\u0924\u093e, \u090a\u0930\u094d\u0927\u094d\u0935\u093e\u0927\u0930 \u0922\u093e\u0932 \u0914\u0930 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\u0914\u0930 \u0930\u094b\u092c\u094b\u091f\u093f\u0915 \u0938\u093f\u0938\u094d\u091f\u092e \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u094b \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0915\u0930\u0928\u0947, \u0932\u093e\u0917\u0924 \u0915\u092e \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0938\u0947\u0902\u0938\u0930 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0924\u0915\u0928\u0940\u0915 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0928\u093f\u092f\u092e\u093f\u0924 \u0939\u094b \u091c\u093e\u090f\u0917\u093e, \u091c\u093f\u0938\u0938\u0947 \u092a\u0930\u093f\u0935\u0939\u0928, \u0936\u0939\u0930\u0940 \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 \u0909\u0938\u0938\u0947 \u092a\u0930\u0947 \u0928\u090f \u0928\u0935\u093e\u091a\u093e\u0930\u094b\u0902 \u0915\u093e \u092e\u093e\u0930\u094d\u0917 \u092a\u094d\u0930\u0936\u0938\u094d\u0924 \u0939\u094b\u0917\u093e\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1739101264100\"><strong class=\"schema-faq-question\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u094d\u092f\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u092d\u0942\u092e\u093f \u0938\u0924\u0939\u094b\u0902 \u092f\u093e \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0932\u0947\u092c\u0932 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948 - \u091c\u0948\u0938\u0947 \u0915\u093f \u091c\u092e\u0940\u0928, \u0907\u092e\u093e\u0930\u0924\u0947\u0902, \u092a\u0947\u0921\u093c \u092f\u093e \u092a\u093e\u0928\u0940 - \u0909\u0928\u0915\u0940 \u092d\u094c\u0924\u093f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930\u0964 \u092f\u0939 \u0928\u093f\u092f\u094b\u091c\u0928, \u0921\u093f\u091c\u093e\u0907\u0928 \u0914\u0930 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u091a\u094d\u091a\u0947 \u0938\u0947\u0902\u0938\u0930 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u093e\u0930\u094d\u0925\u0915 \u0936\u094d\u0930\u0947\u0923\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0926\u0932 \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101280439\"><strong class=\"schema-faq-question\">\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\">\u0938\u091f\u0940\u0915 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0907\u0902\u091c\u0940\u0928\u093f\u092f\u0930\u094b\u0902 \u0915\u094b \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0938\u0921\u093c\u0915\u0947\u0902 \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u0930\u0928\u0947, \u0911\u092b-\u0930\u094b\u0921 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092b\u093e\u0907\u092c\u0930-\u0911\u092a\u094d\u091f\u093f\u0915 \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0947\u0936\u0928 \u091c\u0948\u0938\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092e\u0947\u0902 \u0936\u0939\u0930\u0940 \u092f\u094b\u091c\u0928\u093e\u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0905\u0927\u094d\u092f\u092f\u0928 \u0914\u0930 \u0905\u0928\u094d\u092f \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u093f\u0932\u094d\u0921\u093f\u0902\u0917 \u092c\u094d\u0932\u0949\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092d\u0940 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101293223\"><strong class=\"schema-faq-question\">\u0915\u094c\u0928 \u0938\u0947 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u0947 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0906\u0927\u0941\u0928\u093f\u0915 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0905\u0915\u094d\u0938\u0930 LiDAR, \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092e\u0947\u091f\u094d\u0930\u0940 (\u0921\u094d\u0930\u094b\u0928 \u092f\u093e \u0909\u092a\u0917\u094d\u0930\u0939\u094b\u0902 \u0938\u0947) \u0914\u0930 360-\u0921\u093f\u0917\u094d\u0930\u0940 \u0915\u0948\u092e\u0930\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u0941\u0930\u093e\u0928\u0947 \u0924\u0930\u0940\u0915\u094b\u0902 \u092e\u0947\u0902 \u0938\u094d\u0925\u0932\u093e\u0915\u0943\u0924\u093f\u0915 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0914\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0938\u0947\u0902\u0938\u0930 \u0905\u092c \u0905\u0927\u093f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0914\u0930 \u0938\u092e\u092f \u092a\u0930 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101306254\"><strong class=\"schema-faq-question\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u092d\u0942\u092d\u093e\u0917 \u0915\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0948\u0938\u0947 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0938\u092a\u094b\u0930\u094d\u091f \u0935\u0947\u0915\u094d\u091f\u0930 \u092e\u0936\u0940\u0928 (\u090f\u0938\u0935\u0940\u090f\u092e), \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 (\u0938\u0940\u090f\u0928\u090f\u0928) \u0914\u0930 \u090f\u0938\u094b\u0938\u093f\u090f\u091f\u093f\u0935 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u090f\u090f\u092e\u090f\u0928) \u091c\u0948\u0938\u0947 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0938\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0938\u092c\u0938\u0947 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0907\u0932\u093e\u0915\u0947 \u0915\u0940 \u0936\u094d\u0930\u0947\u0923\u0940 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090a\u0902\u091a\u093e\u0908, \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0906\u0915\u093e\u0930 \u0914\u0930 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u0947 \u0935\u093f\u0924\u0930\u0923 \u091c\u0948\u0938\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101317575\"><strong class=\"schema-faq-question\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u0940 \u0915\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u0938\u0924\u0939 \u0915\u0940 \u0916\u0941\u0930\u0926\u0930\u093e\u092a\u0928, \u0935\u0928\u0938\u094d\u092a\u0924\u093f \u092f\u093e \u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0915\u0930, \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928 \u0917\u0924\u093f, \u0928\u093f\u0932\u0902\u092c\u0928 \u0914\u0930 \u092a\u0925 \u0928\u093f\u092f\u094b\u091c\u0928 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0938\u0947 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0906\u0930\u093e\u092e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u0916\u093e\u0938\u0915\u0930 \u0916\u0930\u093e\u092c \u0930\u0916\u0930\u0916\u093e\u0935 \u0935\u093e\u0932\u0940 \u092f\u093e \u0915\u091a\u094d\u091a\u0940 \u0938\u0921\u093c\u0915\u094b\u0902 \u092a\u0930\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101329911\"><strong class=\"schema-faq-question\">\u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0906\u0924\u0940 \u0939\u0948\u0902?<\/strong> <p class=\"schema-faq-answer\">\u0906\u092e \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u092e\u0947\u0902 \u0936\u094b\u0930\u0917\u0941\u0932 \u0935\u093e\u0932\u093e \u0921\u0947\u091f\u093e, \u0905\u0938\u0902\u0917\u0924 \u092c\u093f\u0902\u0926\u0941 \u0918\u0928\u0924\u094d\u0935, \u091a\u0930\u092e \u092e\u094c\u0938\u092e \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0914\u0930 \u0938\u0941\u0930\u0902\u0917\u094b\u0902 \u092f\u093e \u092a\u0930\u093e\u0935\u0930\u094d\u0924\u0915 \u0938\u0924\u0939\u094b\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f\u0928\u093e\u0930\u0947 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u094b \u0932\u093e\u0916\u094b\u0902 \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0936\u0915\u094d\u0924\u093f \u0915\u0940 \u092d\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-1739101342488\"><strong class=\"schema-faq-question\">\u0921\u0947\u091f\u093e \u0915\u094b \u0905\u0928\u094d\u092f \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u092d\u0942-\u092d\u093e\u0917 \u0921\u0947\u091f\u093e \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u091c\u0940\u0906\u0908\u090f\u0938 (\u092d\u094c\u0917\u094b\u0932\u093f\u0915 \u0938\u0942\u091a\u0928\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940) \u092f\u093e \u0938\u0940\u090f\u0921\u0940 (\u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0930-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0921\u093f\u091c\u093e\u0907\u0928) \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u092e\u0947\u0902 \u092a\u094d\u0930\u0935\u0947\u0936 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u094b\u0902 \u0915\u094b \u0938\u0921\u093c\u0915\u094b\u0902, \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e\u0913\u0902 \u0914\u0930 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u090f\u0915 \u0939\u0940 \u0938\u094d\u0925\u093e\u0928 \u092a\u0930 \u0930\u0916\u0928\u0947 \u0935\u093e\u0932\u0940 \u092a\u0930\u0924\u094b\u0902 \u0915\u094b \u0926\u0947\u0916\u0928\u0947 \u0914\u0930 \u0909\u0928\u092e\u0947\u0902 \u0939\u0947\u0930\u092b\u0947\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739101354748\"><strong class=\"schema-faq-question\">\u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0948\u0938\u093e \u0932\u0917 \u0930\u0939\u093e \u0939\u0948?<\/strong> <p class=\"schema-faq-answer\">\u0938\u0947\u0902\u0938\u0930 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0939\u094b\u0924\u0947 \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0939\u094b\u0924\u0947 \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948 \u0915\u093f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u092d\u0942-\u092d\u093e\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0939\u094b\u0917\u093e, \u091c\u093f\u0938\u0938\u0947 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0936\u0939\u0930\u094b\u0902, \u0909\u0928\u094d\u0928\u0924 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u0914\u0930 \u0906\u092a\u0926\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092e\u0947\u0902 \u0928\u0935\u093e\u091a\u093e\u0930\u094b\u0902 \u0915\u094b \u092c\u0932 \u092e\u093f\u0932\u0947\u0917\u093e\u0964<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Terrain classification is the process of categorizing and mapping different types of landscapes or surfaces based on their physical characteristics. While it might sound like a niche subject, this field has a surprisingly broad impact on engineering, transportation, urban planning, and even robotics. In essence, terrain classification lays the groundwork for how we build highways, [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":173816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-173815","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 v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Essential Guide to Terrain Classification<\/title>\n<meta name=\"description\" content=\"Discover how terrain classification drives better roads, robotics, and planning with proven methods, real-world examples, and cutting-edge insights.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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land surfaces or objects\u2014such as ground, buildings, trees, or water\u2014based on their physical characteristics. 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It also serves as a building block for environmental studies and other spatial analyses.\",\"inLanguage\":\"hi-IN\"},\"inLanguage\":\"hi-IN\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/terrain-classification\\\/#faq-question-1739101293223\",\"position\":3,\"url\":\"https:\\\/\\\/flypix.ai\\\/terrain-classification\\\/#faq-question-1739101293223\",\"name\":\"Which data sources are commonly used?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Modern classification often relies on LiDAR, photogrammetry (from drones or satellites), and 360-degree cameras. Older approaches may use topographic maps and field surveys, but high-resolution sensors now provide more detailed and timely information.\",\"inLanguage\":\"hi-IN\"},\"inLanguage\":\"hi-IN\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/terrain-classification\\\/#faq-question-1739101306254\",\"position\":4,\"url\":\"https:\\\/\\\/flypix.ai\\\/terrain-classification\\\/#faq-question-1739101306254\",\"name\":\"How do machine learning models classify terrain?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Algorithms such as Support Vector Machines (SVMs), Convolutional Neural Networks (CNNs), and Associative Markov Networks (AMNs) learn patterns from labeled data. 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