{"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\/ar\/best-annotation-tools\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643"},"content":{"rendered":"<p>\u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u064f\u0639\u062f\u0651 \u0634\u0631\u062d 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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. \u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 AI<\/h2>\n\n\n\n<p>\u0641\u064a FlyPix AI\u060c \u0623\u0646\u0634\u0623\u0646\u0627 \u0645\u0646\u0635\u0629\u064b \u062a\u064f\u0628\u0633\u0651\u0637 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a 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\u0645\u064f\u0641\u0635\u0651\u0644 \u0644\u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636\u060c \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a. \u0639\u0646\u062f\u0645\u0627 \u0646\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u064a\u064f\u0639\u062f FlyPix AI \u0645\u0646 \u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u064a \u0646\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627\u060c \u0625\u0630 \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0628\u062f\u0648\u0646 \u0628\u0631\u0645\u062c\u0629 \u062a\u064f\u0633\u0647\u0651\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\n\n\n<p>\u0645\u0627 \u064a\u0645\u064a\u0632 FlyPix AI \u062d\u0642\u064b\u0627 \u0647\u0648 \u062a\u0639\u062f\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647. \u0641\u0647\u0648 \u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0648\u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0646\u0627 \u0628\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0628\u0641\u0636\u0644 \u062a\u062d\u0644\u064a\u0644\u0627\u062a\u0647 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0648\u0645\u064a\u0632\u0627\u062a\u0647 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a - \u0643\u0644 \u0630\u0644\u0643 \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 \u0648\u0627\u062d\u062f\u0629. \u0625\u0646\u0647\u0627 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u062a\u0648\u0641\u0631 \u0644\u0646\u0627 \u0643\u0644 \u0645\u0627 \u064a\u0644\u0632\u0645 \u0644\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0646\u0635\u0629 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u064a\u0641\u064a \u0627\u0644\u0641\u0627\u0626\u0642<\/li>\n\n\n\n<li>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u064a\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0648\u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u062a\u062a\u0628\u0639 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a<\/li>\n\n\n\n<li>Custom AI model development<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/li>\n\n\n\n<li>\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u064a\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629 \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u062a\u0628\u0639 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">flypix.ai<\/a><\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0634\u0627\u0631\u0639 \u0631\u0648\u0628\u0631\u062a \u0628\u0648\u0634. 7\u060c 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 2776497<\/li>\n\n\n\n<li>\u0628\u0631\u064a\u062f \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a>\u00a0<\/li>\n\n\n\n<li>\u064a\u0646\u0643\u062f\u064a\u0646: <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. \u0636\u0631\u064a\u0628\u0629 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0636\u0627\u0641\u0629<\/h2>\n\n\n\n<p>CVAT (\u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629) \u0647\u064a \u0645\u0646\u0635\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0635\u0645\u0645\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627 \u0648\u062a\u062a\u0628\u0639\u0647\u0627. \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0634\u0631\u062d \u0645\u0631\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0628\u0647 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062f\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/p>\n\n\n\n<p>\u0645\u0627 \u064a\u0645\u064a\u0632 CVAT \u0647\u0648 \u0642\u0627\u0628\u0644\u064a\u062a\u0647 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u062f\u0639\u0645\u0647 \u0644\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629. \u0643\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642\u060c \u0648\u0647\u0648 \u0623\u0645\u0631\u064c \u0623\u0633\u0627\u0633\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0633\u0627\u0647\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646. \u0648\u0644\u0623\u0646\u0647 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0641\u0625\u0646 CVAT \u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u064a\u0648\u0641\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062e\u0635\u064a\u0635\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0643\u064a\u064a\u0641\u0647 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062e\u0635\u064a\u0635<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u062a\u0628\u0639\u0647\u0627<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0628\u062d\u062b\u064a\u0629 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.cvat.ai<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/cvat-ai<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: 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. \u0631\u0648\u0628\u0648\u0641\u0644\u0648<\/h2>\n\n\n\n<p>Roboflow \u0647\u064a \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062c\u0647\u064a\u0632\u0647\u0627 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627. \u062a\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 Roboflow \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u0646\u0638\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 TensorFlow \u0648PyTorch.<\/p>\n\n\n\n<p>\u062a\u0643\u0645\u0646 \u0642\u0648\u0629 Roboflow \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u064a\u0632\u0627\u062a \u0644\u0623\u062a\u0645\u062a\u0629 \u0628\u0639\u0636 \u062c\u0648\u0627\u0646\u0628 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0648\u0633\u0645\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0642\u062a \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062f\u0639\u0645 \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 TensorFlow \u0648 PyTorch<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u062a\u0633\u0631\u064a\u0639 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0643\u0644 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0630\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u063a\u064a\u0631\u0629 \u0648\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: roboflow.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/roboflow-ai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0644\u0627\u0628\u0644 \u0645\u064a<\/h2>\n\n\n\n<p>LabelMe \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u064f\u0637\u0648\u0651\u0631\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u062e\u0627\u0635\u0629\u064b \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u064a\u0637\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u0627\u0644\u062e\u0637\u0648\u0637. \u062a\u062a\u0645\u064a\u0632 LabelMe \u0628\u0628\u0633\u0627\u0637\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062d\u0644\u0627\u064b \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645.<\/p>\n\n\n\n<p>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 LabelMe \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629. \u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0641\u0631\u0642 \u0630\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0623\u0648 \u0644\u0645\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0628\u0633\u064a\u0637\u0629 \u0644\u0645\u0647\u0627\u0645\u0647\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0637\u0648\u0637<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0645\u062b\u0627\u0644\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0641\u0639\u0627\u0644\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<a href=\"http:\/\/www.labelme.io\"> <\/a>labelme.io<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: kentaro@labelme.io<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0645\u064f\u0639\u0644\u0650\u0651\u0642 \u0627\u0644\u0635\u0648\u0631 VGG (VIA)<\/h2>\n\n\n\n<p>\u0645\u064f\u0639\u0644\u0650\u0651\u0645 \u0627\u0644\u0635\u0648\u0631 VGG (VIA) \u0647\u0648 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0637\u0648\u0631\u062a\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0623\u0643\u0633\u0641\u0648\u0631\u062f. \u062a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627\u060c \u0648\u0647\u064a \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a. \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 VIA \u062a\u062b\u0628\u064a\u062a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0650\u0651\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u0646 \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0648\u0647\u064a \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0628\u0633\u064a\u0637\u0629.<\/p>\n\n\n\n<p>\u0628\u0631\u0646\u0627\u0645\u062c VIA \u0628\u0633\u064a\u0637 \u0648\u0639\u0645\u0644\u064a\u060c \u0648\u064a\u0648\u0641\u0631 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631. \u0648\u0631\u063a\u0645 \u0623\u0646\u0647 \u0644\u064a\u0633 \u063a\u0646\u064a\u064b\u0627 \u0628\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0643\u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0628\u0633\u0627\u0637\u062a\u0647 \u062a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0641\u0639\u0627\u0644\u064b\u0627 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0635\u063a\u064a\u0631\u0629 \u0627\u0644\u062d\u062c\u0645 \u0623\u0648 \u0644\u0645\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 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\u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0635\u063a\u064a\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0645\u0644 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.robots.ox.ac.uk\/~vgg\/software\/via<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: vgg-webmasters@robots.ox.ac.takethisout.uk<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>Scale AI \u0647\u064a \u0645\u0646\u0635\u0629 \u062a\u064f\u0642\u062f\u0645 \u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0635\u064f\u0645\u0645\u062a \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629\u060c \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u062d\u064a\u062b \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635. \u062a\u0633\u062a\u062e\u062f\u0645 Scale AI \u0645\u0632\u064a\u062c\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u064f\u0639\u0644\u0642\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0648\u0635\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p>\u062a\u064f\u0631\u0643\u0632 Scale AI \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0634\u0631\u062d \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629. \u0628\u0641\u0636\u0644 \u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0627\u0644\u0642\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u062a\u064f\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0641\u0631\u0642 \u0639\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062c\u0627\u0647\u0632\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u064f\u062a\u0646\u0648\u0639\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u0639\u0644\u0642\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0622\u0644\u064a\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0648\u062a\u062a\u0637\u0644\u0628 \u062a\u0635\u0646\u064a\u0641\u064b\u0627 \u0633\u0631\u064a\u0639\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635)<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u062d\u0644 \u062a\u0648\u0636\u064a\u062d\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: scale.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/scaleai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/scale_ai<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: 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. \u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0629<\/h2>\n\n\n\n<p>Label Studio \u0623\u062f\u0627\u0629\u064c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u064f\u0645\u0643\u0651\u0646\u0643 \u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627. \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629\u064b \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u064f\u0645\u0643\u0651\u0646\u0643 \u0645\u0646 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u062f\u0639\u0645 Label Studio \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639\u060c \u0645\u0646 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<p>\u062a\u062a\u0645\u064a\u0632 Label Studio \u0628\u0645\u0631\u0648\u0646\u062a\u0647\u0627 \u0627\u0644\u0641\u0627\u0626\u0642\u0629. \u0641\u0647\u064a \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u062e\u0635\u064a\u0635 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u0643. \u0625\u0646\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0623\u0648 \u0623\u064a \u0634\u062e\u0635 \u0630\u064a \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0645\u062d\u062f\u0648\u062f\u0629 \u064a\u0631\u063a\u0628 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class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0635\u0648\u062a)<\/li>\n\n\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u0645\u062c\u0627\u0646\u064a \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0631\u0646\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: labelstud.io<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/heartex<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0645\u0644\u0635\u0642 \u0645\u0648\u0646\u0627\u064a<\/h2>\n\n\n\n<p>\u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\u0644 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0635\u0645\u0645\u0629 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0647\u064a \u062c\u0632\u0621 \u0645\u0646 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\u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0642\u064a\u0651\u0645\u0629 \u0644\u0645\u062a\u062e\u0635\u0635\u064a \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0634\u0631\u062d \u062f\u0642\u064a\u0642 \u0644\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629.<\/p>\n\n\n\n<p>\u0645\u0627 \u064a\u0645\u064a\u0632 MONAI Label \u0647\u0648 \u062a\u0631\u0643\u064a\u0632\u0647 \u0639\u0644\u0649 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644\u0647 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0631\u0646\u064a\u0646 \u0627\u0644\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0642\u0637\u0639\u064a \u0627\u0644\u0645\u062d\u0648\u0633\u0628 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0635\u064a\u063a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a. \u062a\u0648\u0641\u0631 \u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a 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\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0628\u0627\u0644\u0631\u0646\u064a\u0646 \u0627\u0644\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0642\u0637\u0639\u064a \u0627\u0644\u0645\u062d\u0648\u0633\u0628 \u0648\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: monai.io<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/projectmonai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0623\u0646\u0648\u062a\u0644\u064a<\/h2>\n\n\n\n<p>Annotely \u0623\u062f\u0627\u0629 \u0645\u0631\u0646\u0629 \u0648\u0628\u0633\u064a\u0637\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a\u060c \u0648\u0647\u064a \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0629 Annotely \u0627\u0644\u0628\u062f\u064a\u0647\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0633\u0631\u0639\u0629 \u062a\u0639\u0644\u0645\u0647\u0645 \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0641\u0631\u0642 \u0630\u0627\u062a \u0627\u0644\u062e\u0628\u0631\u0629 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621.<\/p>\n\n\n\n<p>\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u062a\u062a\u064a\u062d \u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0628\u0641\u0636\u0644 \u0639\u0631\u0636\u0647\u0627 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u060c \u062a\u064f\u0635\u0628\u062d Annotely \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u062a\u0639\u0644\u064a\u0642 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n\n\n\n<li>\u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0645\u062b\u0627\u0644\u064a \u0644\u0645\u0647\u0627\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u062a\u0648\u0636\u064a\u062d\u064a \u0645\u062c\u0627\u0646\u064a \u0648\u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: annotely.com<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: 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. \u0645\u0644\u0635\u0642 \u0627\u0644\u0645\u0633\u062a\u0637\u064a\u0644<\/h2>\n\n\n\n<p>RectLabel \u0623\u062f\u0627\u0629\u064c \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u0635\u0645\u0645\u0629\u064c \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0646\u0638\u0627\u0645 macOS. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629\u064b \u0645\u0646 \u0627\u0644\u0634\u0631\u062d\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0647\u064a \u0645\u064f\u0646\u0627\u0633\u0628\u0629\u064c \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631. \u064a\u062a\u0643\u0627\u0645\u0644 RectLabel \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 TensorFlow\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u064f\u0634\u0631\u062d\u0629 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645 RectLabel \u0644\u064a\u0643\u0648\u0646 \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0633\u064a\u0637\u0629 \u062a\u064f\u062a\u064a\u062d \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0628\u0633\u0631\u0639\u0629. \u064a\u064f\u0639\u062f \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a macOS \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0634\u0631\u062d \u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645\u060c \u0643\u0645\u0627 \u0623\u0646 \u0625\u0639\u062f\u0627\u062f\u0647 \u0627\u0644\u0628\u0633\u064a\u0637 \u064a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0628\u062f\u0621 \u0641\u064a \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0646\u0638\u0627\u0645 macOS<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 TensorFlow \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629<\/li>\n\n\n\n<li>\u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0633\u062a\u062e\u062f\u0645\u0648 macOS \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<a href=\"http:\/\/www.scalabel.ai\"> <\/a>rectlabel.com<\/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. \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644\u0627<\/h2>\n\n\n\n<p>\u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0634\u0631\u062d\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u062a\u064a\u062d \u0645\u064a\u0632\u0627\u062a \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<p>\u064a\u062a\u0643\u0627\u0645\u0644 \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u062c\u064a\u062f\u064b\u0627 \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0635\u0646\u0651\u0641\u0629 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u0637\u0628\u064a\u0639\u062a\u0647 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0636\u0645\u0646 \u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<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. \u0633\u0648\u0628\u0631 \u0623\u0646\u0648\u062a\u064a\u062a<\/h2>\n\n\n\n<p>SuperAnnotate \u0623\u062f\u0627\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u062a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u064a\u0648\u0641\u0631 SuperAnnotate \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u0643\u0641\u0627\u0621\u0629.<\/p>\n\n\n\n<p>\u0645\u0646 \u0623\u0628\u0631\u0632 \u0645\u064a\u0632\u0627\u062a SuperAnnotate \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0634\u0631\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u064a\u062f\u0648\u064a. \u0647\u0630\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0631\u0627\u0626\u0639\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0623\u0648 \u0644\u062f\u064a\u0647\u0627 \u0645\u0648\u0627\u0639\u064a\u062f \u0646\u0647\u0627\u0626\u064a\u0629 \u0636\u064a\u0642\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u062f\u0639\u0645 SuperAnnotate \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0639\u062f\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062f\u0639\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/li>\n\n\n\n<li>\u0623\u062f\u0648\u0627\u062a \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0645\u0639 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0646\u0635\u0629 \u0634\u0631\u062d \u0645\u0631\u0646\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.superannotate.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/superannotate<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/superannotate<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/superannotate<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0633\u062a\u0646\u062a\u0627\u062c<\/h2>\n\n\n\n<p>\u064a\u064f\u0639\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062f\u0627\u0629 \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u062a\u064f\u062d\u0633\u0651\u0646 \u0643\u0641\u0627\u0621\u0629 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638 \u0648\u062a\u0636\u0645\u0646 \u062f\u0642\u062a\u0647\u0627. \u0633\u0648\u0627\u0621\u064b \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0623\u0648 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627\u060c \u0641\u0625\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631\u064c \u0623\u0633\u0627\u0633\u064a.<\/p>\n\n\n\n<p>\u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u064f\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0625\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u0645\u064f\u0635\u0645\u0645\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 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