{"id":180254,"date":"2025-08-20T14:06:04","date_gmt":"2025-08-20T14:06:04","guid":{"rendered":"https:\/\/flypix.ai\/?p=180254"},"modified":"2025-08-20T14:06:07","modified_gmt":"2025-08-20T14:06:07","slug":"best-annotation-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/best-annotation-tools\/","title":{"rendered":"\u0906\u092a\u0915\u0940 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0915\u093e\u0930\u0917\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932"},"content":{"rendered":"<p>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092f\u093e \u090f\u0906\u0908 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u092e\u0947\u0902, \u0938\u092c\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u092e\u092f 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\u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u092c\u0932\u094d\u0915\u093f \u092f\u0939 \u092d\u0940 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0906\u092a\u0915\u093e \u0932\u0947\u092c\u0932 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0921\u0947\u091f\u093e \u0938\u091f\u0940\u0915 \u0939\u094b \u0914\u0930 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u094b\u0964 \u0907\u0938 \u0932\u0947\u0916 \u092e\u0947\u0902, \u0939\u092e \u0915\u0941\u091b \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u091f\u0942\u0932\u094d\u0938 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u091c\u093e\u0928\u0947\u0902\u0917\u0947 \u091c\u094b \u0906\u092a\u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0930\u0932 \u0914\u0930 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp\" alt=\"\" class=\"wp-image-180070\" style=\"width:268px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp 237w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo-18x3.webp 18w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908<\/h2>\n\n\n\n<p>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908 \u092e\u0947\u0902, \u0939\u092e\u0928\u0947 \u090f\u0915 \u0910\u0938\u093e 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\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0909\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092a\u0943\u0925\u094d\u0935\u0940 \u0915\u0940 \u0938\u0924\u0939 \u0915\u0947 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \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 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\u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\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 \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u094b-\u0915\u094b\u0921 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e<\/li>\n\n\n\n<li>\u0909\u092a\u0917\u094d\u0930\u0939, \u0921\u094d\u0930\u094b\u0928, LiDAR \u0914\u0930 \u0939\u093e\u0907\u092a\u0930\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u091b\u0935\u093f \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0914\u0930 \u0939\u0940\u091f\u092e\u0948\u092a \u0928\u093f\u0930\u094d\u092e\u093e\u0923<\/li>\n\n\n\n<li>API \u090f\u0915\u094d\u0938\u0947\u0938 \u0914\u0930 \u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0938\u0939\u093f\u0924 \u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c\u093c-\u0917\u094d\u0930\u0947\u0921 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092d\u0942\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u0938\u094d\u0924\u0941 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0938\u094d\u0925\u093e\u0928\u0940\u092f\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0914\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e<\/li>\n\n\n\n<li>\u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0917\u0924\u093f\u0936\u0940\u0932 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e AI \u092e\u0949\u0921\u0932 \u0935\u093f\u0915\u093e\u0938<\/li>\n\n\n\n<li>\u091c\u0940\u0906\u0908\u090f\u0938 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0939\u0940\u091f\u092e\u0948\u092a \u091c\u0928\u0930\u0947\u0936\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0909\u092a\u0917\u094d\u0930\u0939 \u0914\u0930 \u0939\u0935\u093e\u0908 \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u091c\u0948\u0938\u0947 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u0915\u0943\u0937\u093f, \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u091c\u0948\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917<\/li>\n\n\n\n<li>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0921\u0947\u091f\u093e \u092a\u0930 \u091f\u093f\u092a\u094d\u092a\u0923\u0940 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0938\u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u094b-\u0915\u094b\u0921 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938.ai<\/a><\/li>\n\n\n\n<li>\u092a\u0924\u093e: \u0930\u0949\u092c\u0930\u094d\u091f-\u092c\u0949\u0936-\u0938\u094d\u091f\u094d\u0930\u0940\u091f 7, 64293 \u0921\u093e\u0930\u094d\u092e\u0938\u094d\u091f\u093e\u091f, \u091c\u0930\u094d\u092e\u0928\u0940<\/li>\n\n\n\n<li>\u092b\u093c\u094b\u0928: +49 6151 2776497<\/li>\n\n\n\n<li>\u0908\u092e\u0947\u0932: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a>\u00a0<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg\" alt=\"\" class=\"wp-image-180235\" style=\"width:149px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u0938\u0940\u0935\u0940\u090f\u091f\u0940<\/h2>\n\n\n\n<p>CVAT (\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932) \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u093f\u0938\u0947 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091b\u0935\u093f\u092f\u094b\u0902 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092a\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \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\u0964 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0941\u0916\u094d\u092f \u0930\u0942\u092a \u0938\u0947 \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 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091f\u0942\u0932 \u090f\u0915 \u0938\u0930\u0932 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0914\u0930 \u0932\u091a\u0940\u0932\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u091b\u0935\u093f \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>CVAT \u0915\u0940 \u0916\u093c\u093e\u0938\u093f\u092f\u0924 \u0907\u0938\u0915\u0940 \u092e\u093e\u092a\u0928\u0940\u092f\u0924\u093e \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092b\u093c\u0949\u0930\u094d\u092e\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u0925\u0928 \u0939\u0948\u0964 \u092f\u0939 \u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0915\u094b \u092d\u0940 \u0938\u0941\u0917\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0915\u0908 \u092f\u094b\u0917\u0926\u093e\u0928\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902, CVAT \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915 \u0939\u0948 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0938\u0947 \u0905\u092a\u0928\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f<\/li>\n\n\n\n<li>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947, \u0935\u093f\u092d\u093e\u091c\u0928 \u0914\u0930 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u090f\u0915\u093e\u0927\u093f\u0915 \u091b\u0935\u093f \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0917\u0924<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930 \u0930\u0939\u0940 AI \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u0910\u0938\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901 \u091c\u093f\u0928\u092e\u0947\u0902 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948<\/li>\n\n\n\n<li>\u091f\u0940\u092e\u0947\u0902 \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u091f\u0940\u092e\u0947\u0902<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.cvat.ai<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/cvat-ai<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/cvat.corp<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg\" alt=\"\" class=\"wp-image-174677\" style=\"width:141px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u0930\u094b\u092c\u094b\u092b\u094d\u0932\u094b<\/h2>\n\n\n\n<p>\u0930\u094b\u092c\u094b\u092b\u094d\u0932\u094b \u090f\u0915 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0939\u0948 \u091c\u093f\u0938\u0947 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0932\u0947\u092c\u0932 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \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\u094d\u0932\u093e\u0938\u093f\u092b\u093f\u0915\u0947\u0936\u0928 \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0930\u094b\u092c\u094b\u092b\u094d\u0932\u094b \u0915\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u0930\u0928\u0947 \u0914\u0930 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 TensorFlow \u0914\u0930 PyTorch \u091c\u0948\u0938\u0947 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0930\u094b\u092c\u094b\u092b\u094d\u0932\u094b \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u0916\u0942\u092c\u0940 \u091b\u094b\u091f\u0947 \u0914\u0930 \u092c\u0921\u093c\u0947, \u0926\u094b\u0928\u094b\u0902 \u0924\u0930\u0939 \u0915\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0907\u0938\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948, \u091c\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0939\u091c \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091f\u0942\u0932 \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0915\u0941\u091b \u092a\u0939\u0932\u0941\u0913\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u0938\u092e\u092f \u0915\u0940 \u092c\u091a\u0924 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947, \u0935\u093f\u092d\u093e\u091c\u0928 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u091b\u0935\u093f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>TensorFlow \u0914\u0930 PyTorch \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0924\u0947\u091c\u093c \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u091b\u094b\u091f\u0947 \u0914\u0930 \u092c\u0921\u093c\u0947 \u0926\u094b\u0928\u094b\u0902 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932<\/li>\n\n\n\n<li>\u0906\u0938\u093e\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930 \u0930\u0939\u0940 AI \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u091b\u094b\u091f\u0947 \u0914\u0930 \u092c\u0921\u093c\u0947 \u0926\u094b\u0928\u094b\u0902 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u0924\u0947\u091c\u093c \u0914\u0930 \u0915\u0941\u0936\u0932 \u091b\u0935\u093f \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0910\u0938\u0947 \u091f\u0942\u0932 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902 \u091c\u094b \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: roboflow.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/roboflow-ai<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/roboflow<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png\" alt=\"\" class=\"wp-image-180244\" style=\"width:154px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u0932\u0947\u092c\u0932\u092e\u0940<\/h2>\n\n\n\n<p>\u0932\u0947\u092c\u0932\u092e\u0940 \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0939\u0948 \u091c\u093f\u0938\u0947 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u0916\u093e\u0938\u0915\u0930 \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 \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f\u0964 \u092f\u0939 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u092a\u0949\u0932\u0940\u0917\u0949\u0928 \u0914\u0930 \u0932\u093e\u0907\u0928 \u091c\u0948\u0938\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0932\u0947\u092c\u0932\u092e\u0940 \u0905\u092a\u0928\u0940 \u0938\u0930\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u091b\u094b\u091f\u0947 \u0938\u0947 \u092e\u0927\u094d\u092f\u092e \u0938\u094d\u0924\u0930 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0939\u093e\u0932\u093e\u0901\u0915\u093f LabelMe \u0905\u0928\u094d\u092f \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u090f\u0915 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948, \u092f\u0939 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u094b \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0914\u0930 \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u0932\u0947\u092c\u0932 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0938\u094d\u0935\u0930\u0942\u092a \u0907\u0938\u0947 \u0915\u092e \u092c\u091c\u091f \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u092f\u093e \u0905\u092a\u0928\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0930\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917 \u0939\u0947\u0924\u0941 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915<\/li>\n\n\n\n<li>\u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u092c\u0939\u0941\u092d\u0941\u091c \u0914\u0930 \u0932\u093e\u0907\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0924\u094d\u0935\u0930\u093f\u0924 \u091b\u0935\u093f \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u0932 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n\n\n\n<li>\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936<\/li>\n\n\n\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091b\u094b\u091f\u0947 \u0938\u0947 \u092e\u0927\u094d\u092f\u092e \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0940 \u091b\u0935\u093f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u093f\u092d\u093e\u091c\u0928 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915, \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e<\/li>\n\n\n\n<li>\u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u092f\u093e \u0921\u0947\u0935\u0932\u092a\u0930 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u090f\u0915 \u0938\u0930\u0932 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u092a\u0915\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f:<a href=\"http:\/\/www.labelme.io\"> <\/a>\u0932\u0947\u092c\u0932\u092e\u0940.\u0906\u0908\u0913<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: kentaro@labelme.io<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/labelmeai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"355\" height=\"142\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png\" alt=\"\" class=\"wp-image-180250\" style=\"width:207px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png 355w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-300x120.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-18x7.png 18w\" sizes=\"(max-width: 355px) 100vw, 355px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u0935\u0940\u091c\u0940\u091c\u0940 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u091f\u0930 (\u0935\u0940\u0906\u0908\u090f)<\/h2>\n\n\n\n<p>\u0935\u0940\u091c\u0940\u091c\u0940 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u091f\u0930 (\u0935\u0940\u0906\u0908\u090f) \u090f\u0915 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\u0906\u0926\u0930\u094d\u0936 \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u090f\u0915 \u0938\u0930\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<p>VIA \u0938\u0930\u0932 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0939\u0948, \u0914\u0930 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u092d\u0940 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f \u092f\u0939 \u0915\u0941\u091b \u0938\u0936\u0941\u0932\u094d\u0915 \u091f\u0942\u0932\u094d\u0938 \u091c\u093f\u0924\u0928\u093e \u0938\u0941\u0935\u093f\u0927\u093e \u0938\u0902\u092a\u0928\u094d\u0928 \u0928\u0939\u0940\u0902 \u0939\u0948, \u092b\u093f\u0930 \u092d\u0940 \u0907\u0938\u0915\u0940 \u0938\u0930\u0932\u0924\u093e \u0907\u0938\u0947 \u091b\u094b\u091f\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u092f\u093e \u0924\u094d\u0935\u0930\u093f\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0941\u0932\u092d \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0914\u0930 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930-\u0906\u0927\u093e\u0930\u093f\u0924<\/li>\n\n\n\n<li>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0935\u093f\u092d\u093e\u091c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0924\u094d\u0935\u0930\u093f\u0924 \u0914\u0930 \u0915\u0941\u0936\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u0932 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n\n\n\n<li>\u0915\u093f\u0938\u0940 \u0907\u0902\u0938\u094d\u091f\u0949\u0932\u0947\u0936\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902, \u091c\u093f\u0938\u0938\u0947 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0915\u093f\u0938\u0940 \u0915\u0947 \u0932\u093f\u090f \u092d\u0940 \u0909\u092a\u092f\u094b\u0917 \u0939\u0947\u0924\u0941 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091b\u094b\u091f\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0940 \u091b\u0935\u093f \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u092f\u093e \u091b\u093e\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u090f\u0915 \u0938\u0930\u0932 \u0909\u092a\u0915\u0930\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0935\u0947 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901 \u091c\u093f\u0928\u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940<\/li>\n\n\n\n<li>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902 \u091c\u094b \u0938\u0940\u0927\u0947 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u091a\u0932\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.robots.ox.ac.uk\/~vgg\/software\/via<\/li>\n\n\n\n<li>\u0908\u2011\u092e\u0947\u0932: vgg-webmasters@robots.ox.ac.takethisout.uk<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/Oxford_VGG<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png\" alt=\"\" class=\"wp-image-179220\" style=\"width:153px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u0938\u094d\u0915\u0947\u0932 \u090f\u0906\u0908<\/h2>\n\n\n\n<p>\u0938\u094d\u0915\u0947\u0932 \u090f\u0906\u0908 \u090f\u0915 \u0910\u0938\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u094b \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u090f\u0906\u0908 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0921\u0947\u091f\u093e \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u0947\u0935\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u093e\u0939\u0928\u094b\u0902, \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u0914\u0930 \u0915\u0902\u091f\u0947\u0902\u091f \u092e\u0949\u0921\u0930\u0947\u0936\u0928 \u091c\u0948\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u094b \u091b\u0935\u093f\u092f\u094b\u0902, \u0935\u0940\u0921\u093f\u092f\u094b \u0914\u0930 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0938\u0939\u093f\u0924 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948\u0964 \u0938\u094d\u0915\u0947\u0932 \u090f\u0906\u0908 \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0940 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u0935 \u090f\u0928\u094b\u091f\u0947\u091f\u0930\u094d\u0938 \u0914\u0930 \u090f\u0906\u0908 \u091f\u0942\u0932\u094d\u0938 \u0915\u0947 \u0938\u0902\u092f\u094b\u091c\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0938\u094d\u0915\u0947\u0932 \u090f\u0906\u0908 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0924\u0947\u091c\u093c \u0914\u0930 \u0938\u091f\u0940\u0915 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948\u0964 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0914\u0930 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u092a\u0930 \u0935\u093f\u0936\u0947\u0937 \u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0928\u0947 \u0915\u0947 \u0938\u093e\u0925, \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u093e \u0921\u0947\u091f\u093e \u0936\u0940\u0918\u094d\u0930\u0924\u093e \u0938\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f \u0932\u0947\u092c\u0932 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0921\u0947\u091f\u093e \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0915\u0941\u0936\u0932 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u0935 \u090f\u0928\u094b\u091f\u0947\u091f\u0930\u094d\u0938 \u0915\u094b AI \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u091b\u0935\u093f, \u0935\u0940\u0921\u093f\u092f\u094b \u0914\u0930 \u092a\u093e\u0920 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0947\u0902<\/li>\n\n\n\n<li>\u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u0924\u0902\u0924\u094d\u0930<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0914\u0930 \u0924\u094d\u0935\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928 \u0914\u0930 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u091c\u0948\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917<\/li>\n\n\n\n<li>\u090f\u0915\u093e\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0915\u093e\u0930 (\u091b\u0935\u093f\u092f\u093e\u0902, \u0935\u0940\u0921\u093f\u092f\u094b, \u092a\u093e\u0920) \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902<\/li>\n\n\n\n<li>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u091f\u0940\u092e\u0947\u0902<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: scale.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/scaleai<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/scale_ai<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/scaleapi<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"92\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png\" alt=\"\" class=\"wp-image-180234\" style=\"width:310px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png 548w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-300x50.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-18x3.png 18w\" sizes=\"(max-width: 548px) 100vw, 548px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u0932\u0947\u092c\u0932 \u0938\u094d\u091f\u0942\u0921\u093f\u092f\u094b<\/h2>\n\n\n\n<p>\u0932\u0947\u092c\u0932 \u0938\u094d\u091f\u0942\u0921\u093f\u092f\u094b \u090f\u0915 \u092c\u0939\u0941\u092e\u0941\u0916\u0940, \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u091f\u0942\u0932 \u0939\u0948 \u091c\u094b \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u0936\u0928, \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0932\u0947\u092c\u0932\u093f\u0902\u0917, \u0911\u0921\u093f\u092f\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0906\u0926\u093f \u091c\u0948\u0938\u0947 \u0915\u0908 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u090f\u0915 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u0938\u0947 \u0906\u092a \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0932\u0947\u092c\u0932 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092f\u093e \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0964 \u0932\u0947\u092c\u0932 \u0938\u094d\u091f\u0942\u0921\u093f\u092f\u094b \u0915\u0908 \u0921\u0947\u091f\u093e \u092b\u093c\u0949\u0930\u094d\u092e\u0948\u091f \u0915\u094b \u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0928\u0947\u091a\u0941\u0930\u0932 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0924\u0915, \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0932\u0947\u092c\u0932 \u0938\u094d\u091f\u0942\u0921\u093f\u092f\u094b \u0915\u093e \u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u0938\u092c\u0938\u0947 \u0916\u093c\u093e\u0938 \u0939\u0948\u0964 \u092f\u0939 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u092a\u0949\u0932\u0940\u0917\u0949\u0928 \u0914\u0930 \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u0906\u092a\u0915\u094b \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u094b \u0915\u0938\u094d\u091f\u092e\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u090f\u0915 \u092e\u0941\u092b\u093c\u094d\u0924 \u091f\u0942\u0932 \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u091b\u094b\u091f\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902, \u092f\u093e \u0915\u092e \u092c\u091c\u091f \u0935\u093e\u0932\u0947 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0935\u094d\u092f\u0915\u094d\u0924\u093f \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0906\u0915\u0930\u094d\u0937\u0915 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u092a\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0916\u0941\u0932\u093e \u0938\u094d\u0930\u094b\u0924 \u0914\u0930 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f<\/li>\n\n\n\n<li>\u091b\u0935\u093f, \u0935\u0940\u0921\u093f\u092f\u094b, \u0911\u0921\u093f\u092f\u094b \u0914\u0930 \u092a\u093e\u0920 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u091f\u0940\u092e \u0915\u0947 \u0938\u0926\u0938\u094d\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0938\u0939\u092f\u094b\u0917 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0932\u091a\u0940\u0932\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0915\u093e\u0930, \u091c\u093f\u0928\u092e\u0947\u0902 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u092c\u0939\u0941\u092d\u0941\u091c \u0914\u0930 \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 (\u091b\u0935\u093f, \u092a\u093e\u0920, \u0911\u0921\u093f\u092f\u094b) \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u091b\u094b\u091f\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u092f\u093e \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u091c\u094b \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915, \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u0935\u093f\u0935\u093f\u0927 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0932\u091a\u0940\u0932\u0947 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0924\u0947\u091c\u093c, \u0938\u091f\u0940\u0915 \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: labelstud.io<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/heartex<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/labelstudiohq<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"398\" height=\"126\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png\" alt=\"\" class=\"wp-image-180251\" style=\"width:213px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png 398w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-300x95.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-18x6.png 18w\" sizes=\"(max-width: 398px) 100vw, 398px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u092e\u094b\u0928\u093e\u0908 \u0932\u0947\u092c\u0932<\/h2>\n\n\n\n<p>MONAI \u0932\u0947\u092c\u0932 \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0939\u0948 \u091c\u093f\u0938\u0947 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\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\u0964 \u092f\u0939 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u092e\u0947\u0902 AI \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 MONAI \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u093e \u090f\u0915 \u0939\u093f\u0938\u094d\u0938\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0941\u0916\u094d\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928, \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u0939\u091a\u093e\u0928 \u091c\u0948\u0938\u0947 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 MONAI \u0932\u0947\u092c\u0932 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0947 \u0909\u0928 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u092a\u0947\u0936\u0947\u0935\u0930\u094b\u0902 \u0914\u0930 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u091f\u0942\u0932 \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c \u0915\u094b \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u090f\u0928\u094b\u091f\u0947\u091f \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<p>MONAI \u0932\u0947\u092c\u0932 \u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f\u0924\u093e \u0907\u0938\u0915\u0940 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924\u0924\u093e \u0914\u0930 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u091f\u0942\u0932\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u0907\u0938\u0915\u0947 \u0938\u0939\u091c \u090f\u0915\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u0939\u0948\u0964 \u092f\u0939 \u091f\u0942\u0932 MRI \u0938\u094d\u0915\u0948\u0928, CT \u0938\u094d\u0915\u0948\u0928 \u0914\u0930 \u0905\u0928\u094d\u092f \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u092b\u0949\u0930\u094d\u092e\u0947\u091f \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0964 \u092f\u0939 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0914\u0930 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u092e\u0947\u0921\u093f\u0915\u0932 AI \u092e\u0949\u0921\u0932 \u092f\u093e \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0936\u094b\u0927 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932<\/li>\n\n\n\n<li>\u0935\u093f\u092d\u093e\u091c\u0928, \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u0939\u091a\u093e\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924<\/li>\n\n\n\n<li>\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0914\u0930 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924<\/li>\n\n\n\n<li>\u0935\u093f\u0936\u093f\u0937\u094d\u091f \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0914\u0930 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u090f\u092e\u0906\u0930\u0906\u0908, \u0938\u0940\u091f\u0940 \u0914\u0930 \u0905\u0928\u094d\u092f \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u091b\u0935\u093f \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902<\/li>\n\n\n\n<li>\u0935\u0947 \u091f\u0940\u092e\u0947\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092e\u0947\u0921\u093f\u0915\u0932 \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f, \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u092e\u0947\u0902 AI \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u0902\u0917\u0920\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: monai.io<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/projectmonai<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/ProjectMONAI<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg\" alt=\"\" class=\"wp-image-180252\" style=\"width:138px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-12x12.jpg 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u090f\u0928\u094b\u091f\u0947\u0932\u0940<\/h2>\n\n\n\n<p>\u090f\u0928\u094b\u091f\u0947\u0932\u0940 \u091b\u0935\u093f\u092f\u094b\u0902 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092a\u0930 \u091f\u093f\u092a\u094d\u092a\u0923\u0940 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0932\u091a\u0940\u0932\u093e \u0914\u0930 \u0938\u0930\u0932 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948, \u091c\u094b \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0964 \u092f\u0939 \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 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0920\u094b\u0938 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u090f\u0928\u094b\u091f\u0947\u0932\u0940 \u0915\u093e \u0938\u0939\u091c \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u092e\u0947\u0902 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u092e\u0939\u093e\u0930\u0924 \u0939\u093e\u0938\u093f\u0932 \u0915\u0930 \u0938\u0915\u0947\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0914\u0930 \u0905\u0928\u0941\u092d\u0935\u0940 \u0926\u094b\u0928\u094b\u0902 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u091a\u094d\u091b\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u0914\u0930 \u092a\u0949\u0932\u0940\u0917\u0949\u0928 \u091c\u0948\u0938\u0947 \u0915\u0908 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0915\u094b \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u090f\u0915\u094d\u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0905\u092a\u0928\u0940 \u092e\u0941\u092b\u093c\u094d\u0924 \u092a\u0947\u0936\u0915\u0936 \u0915\u0947 \u0938\u093e\u0925, \u090f\u0928\u094b\u091f\u0932\u0940 \u0909\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092a\u0938\u0902\u0926\u0940\u0926\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u0917\u092f\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0915\u093f\u092b\u093c\u093e\u092f\u0924\u0940 \u0924\u0930\u0940\u0915\u093e \u091a\u093e\u0939\u093f\u090f\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u0930\u0932 \u0914\u0930 \u0938\u0939\u091c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n\n\n\n<li>\u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u092c\u0939\u0941\u092d\u0941\u091c \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u091b\u094b\u091f\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 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\u0938\u0930\u0932, \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u091b\u0935\u093f \u0935\u093f\u092d\u093e\u091c\u0928 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902<\/li>\n\n\n\n<li>\u091c\u094b \u0932\u094b\u0917 \u0932\u093e\u0917\u0924-\u092a\u094d\u0930\u092d\u093e\u0935\u0940, \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: annotely.com<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/@annotely<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"192\" height=\"192\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png\" alt=\"\" class=\"wp-image-180245\" style=\"width:143px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png 192w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-12x12.png 12w\" sizes=\"(max-width: 192px) 100vw, 192px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u0930\u0947\u0915\u094d\u091f\u0932\u0947\u092c\u0932<\/h2>\n\n\n\n<p>RectLabel \u090f\u0915 \u0907\u092e\u0947\u091c \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0939\u0948 \u091c\u093f\u0938\u0947 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 macOS \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u0914\u0930 \u092a\u0949\u0932\u0940\u0917\u0949\u0928 \u0938\u0939\u093f\u0924 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u091c\u0948\u0938\u0947 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0964 RectLabel TensorFlow \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0909\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u091a\u094d\u091b\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u094b\u091f\u0947\u091f\u0947\u0921 \u0921\u0947\u091f\u093e \u091c\u0932\u094d\u0926\u0940 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>RectLabel \u0915\u094b \u0939\u0932\u094d\u0915\u093e \u0914\u0930 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u090f\u0915 \u0938\u0930\u0932 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0939\u0948 \u091c\u094b \u0924\u0947\u091c\u093c \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091b\u094b\u091f\u0947 \u092f\u093e \u092e\u0927\u094d\u092f\u092e-\u0938\u094d\u0924\u0930\u0940\u092f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 macOS \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0920\u094b\u0938 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948, \u0914\u0930 \u0907\u0938\u0915\u093e \u0938\u0930\u0932 \u0938\u0947\u091f\u0905\u092a \u0907\u0938\u0947 AI \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0936\u0941\u0930\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u091f\u0942\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>macOS-\u0938\u0902\u0917\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932<\/li>\n\n\n\n<li>\u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u0914\u0930 \u092c\u0939\u0941\u092d\u0941\u091c \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f TensorFlow \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u0930\u0932 \u0914\u0930 \u0938\u0939\u091c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n\n\n\n<li>\u0939\u0932\u094d\u0915\u093e \u0914\u0930 \u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>macOS \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091b\u0935\u093f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u090f\u0915 \u0924\u0947\u091c\u093c \u0914\u0930 \u0915\u0941\u0936\u0932 \u091b\u0935\u093f \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u091f\u0942\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u090f\u0906\u0908 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902 \u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u0932, \u0938\u0930\u0932 \u0909\u092a\u0915\u0930\u0923 \u0915\u0940 \u0924\u0932\u093e\u0936 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f:<a href=\"http:\/\/www.scalabel.ai\"> <\/a>\u0930\u0947\u0915\u094d\u091f\u0932\u0947\u092c\u0932.\u0915\u0949\u092e<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png\" alt=\"\" class=\"wp-image-180249\" style=\"width:137px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png 224w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-12x12.png 12w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0947\u0932<\/h2>\n\n\n\n<p>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0907\u092e\u0947\u091c \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0939\u0948 \u091c\u094b \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u0915\u0940\u092a\u0949\u0907\u0902\u091f\u094d\u0938 \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0938\u0939\u093f\u0924 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\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 \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0915\u0940 \u0938\u0939\u092f\u094b\u0917\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0915\u0908 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u090f\u0915 \u0939\u0940 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092a\u0930 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948\u0902, \u091c\u094b \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0947 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0915\u094b \u091c\u0932\u094d\u0926\u0940 \u0938\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u093e \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0938\u094d\u0935\u0930\u0942\u092a \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0938\u0940\u092e\u093f\u0924 \u092c\u091c\u091f \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0914\u0930 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0906\u0915\u0930\u094d\u0937\u0915 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917 \u0939\u0947\u0924\u0941 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915<\/li>\n\n\n\n<li>\u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938, \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u091f\u0940\u092e \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0938\u0939\u092f\u094b\u0917 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u0938\u0939\u092f\u094b\u0917\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u091f\u0940\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948<\/li>\n\n\n\n<li>\u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u092f\u093e \u0921\u0947\u0935\u0932\u092a\u0930 \u091c\u094b \u090f\u0915 \u0928\u093f\u0903\u0936\u0941\u0932\u094d\u0915, \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902<\/li>\n\n\n\n<li>\u0935\u0947 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0924\u0947\u091c\u093c, \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f:<a href=\"http:\/\/www.scalabel.ai\"> <\/a>www.scalabel.ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"74\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png\" alt=\"\" class=\"wp-image-169550\" style=\"width:273px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png 318w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-300x70.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-18x4.png 18w\" sizes=\"(max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u0938\u0941\u092a\u0930\u090f\u0928\u094b\u091f\u0947\u091f<\/h2>\n\n\n\n<p>\u0938\u0941\u092a\u0930\u090f\u0928\u094b\u091f\u0947 \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0939\u0948 \u091c\u094b \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928, \u0907\u092e\u0947\u091c \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u0914\u0930 \u0915\u0940\u092a\u0949\u0907\u0902\u091f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0938\u0939\u093f\u0924 \u0915\u0908 \u0924\u0930\u0939 \u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u0938\u0941\u092a\u0930\u090f\u0928\u094b\u091f\u0947 \u090f\u0915 \u0938\u0939\u091c \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u0930\u0928\u093e \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0938\u0941\u092a\u0930\u090f\u0928\u094b\u091f\u0947 \u0915\u0940 \u090f\u0915 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u092f\u0939 \u0939\u0948 \u0915\u093f \u092f\u0939 \u090f\u0906\u0908-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0915\u0941\u091b \u0939\u093f\u0938\u094d\u0938\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u092e\u0947\u0902 \u0932\u0917\u0928\u0947 \u0935\u093e\u0932\u093e \u0938\u092e\u092f \u0915\u093e\u092b\u0940 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0907\u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092f\u093e \u0938\u0940\u092e\u093f\u0924 \u0938\u092e\u092f-\u0938\u0940\u092e\u093e \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0938\u0941\u092a\u0930\u090f\u0928\u094b\u091f\u0947 \u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0915\u0908 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u090f\u0915 \u0939\u0940 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092a\u0930 \u090f\u0915 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915\u0926\u092e \u0938\u0939\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\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\u0940\u092a\u0949\u0907\u0902\u091f \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0924\u0947\u091c\u093c \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f AI-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u091f\u0940\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0938\u0939\u092f\u094b\u0917 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u091b\u094b\u091f\u0947 \u0914\u0930 \u092c\u0921\u093c\u0947 \u0926\u094b\u0928\u094b\u0902 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0914\u0930 \u0909\u092a\u092f\u0941\u0915\u094d\u0924<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0932\u093f\u090f:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0914\u0930 AI \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u091f\u0940\u092e\u0947\u0902<\/li>\n\n\n\n<li>\u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0902<\/li>\n\n\n\n<li>\u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0924\u0947\u091c\u093c \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091f\u0940\u092e\u094b\u0902 \u0915\u094b AI-\u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0932\u091a\u0940\u0932\u0947, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u090f\u0901<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.superannotate.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/superannotate<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/superannotate<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/superannotate<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/h2>\n\n\n\n<p>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u090f\u0906\u0908 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0932\u0947\u092c\u0932\u093f\u0902\u0917 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0941\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 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\u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0938\u0947\u0917\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u091c\u0948\u0938\u0947 \u091c\u091f\u093f\u0932 \u0915\u093e\u0930\u094d\u092f, \u0938\u0939\u0940 \u091f\u0942\u0932 \u0915\u093e \u0939\u094b\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u091b\u094b\u091f\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u091f\u0942\u0932 \u0938\u0947 \u0932\u0947\u0915\u0930 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0914\u0930 \u091f\u0940\u092e \u0938\u0939\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u091f\u0942\u0932 \u0924\u0915, \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e 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