{"id":31581,"date":"2025-05-11T17:15:44","date_gmt":"2025-05-11T17:15:44","guid":{"rendered":"https:\/\/aisuperior.com\/?p=31581"},"modified":"2025-05-11T17:16:31","modified_gmt":"2025-05-11T17:16:31","slug":"computer-vision-software","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/computer-vision-software\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u062a\u064f\u0645\u0643\u0651\u0646 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u0646 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627\u060c 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\u0627\u0644\u0646\u0647\u062c \u0645\u0646 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0633\u062c\u0644 \u062d\u0627\u0641\u0644 \u0628\u0627\u0644\u0646\u062c\u0627\u062d\u0627\u062a \u0641\u064a \u0627\u0644\u0646\u0634\u0631 \u0648\u0628\u0646\u0627\u0621 \u0639\u0644\u0627\u0642\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0623\u0633\u0633\u062a \u0641\u064a \u0639\u0627\u0645 2019 \u0639\u0644\u0649 \u064a\u062f \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0625\u064a\u0641\u0627\u0646 \u062a\u0627\u0646\u0643\u0648\u064a\u064a\u0648 \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0633\u064a\u0631\u062c\u064a \u0633\u0648\u062e\u0627\u0646\u0648\u0641<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0628\u0631\u0627\u0645\u062c \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u0628\u0631\u0629 \u0645\u062b\u0628\u062a\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0645\u062e\u0627\u0637\u0631 \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\u0648\u0627\u0641\u0642 \u0645\u0639 \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0639\u0645\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u0631\u064a\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u064a\u0636\u0645 \u0639\u0644\u0645\u0627\u0621 \u0648\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u062d\u0627\u0635\u0644\u064a\u0646 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0633\u062c\u0644 \u062d\u0627\u0641\u0644 \u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u062d\u0644\u0648\u0644 PoC \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0643\u062a\u0634\u0627\u0641 \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0631\u0634 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0641\u0646\u064a\u0629 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0641\u0631\u064a\u0642<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644:<\/span><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<\/span><a href=\"https:\/\/aisuperior.com\/ar\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">aisuperior.com<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Robert-Bosch-Str.7\u060c 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u062a\u0648\u0627\u0635\u0644 \u0628\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0627\u0643\u062a\u0631\u0648\u0646\u064a: <\/span><span style=\"font-weight: 400;\">info@aisuperior.com<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u0631\u0642\u0645 \u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 3943489<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u064a\u0646\u0643\u062f\u064a\u0646:<\/span><a href=\"https:\/\/www.linkedin.com\/company\/ai-superior\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">www.linkedin.com\/company\/ai-superior<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631:<\/span><a href=\"https:\/\/x.com\/aisuperior\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">x.com\/aisuperior<\/span><\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone wp-image-31252\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OpenCV.ai_.png\" alt=\"\" width=\"158\" height=\"195\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OpenCV.ai_.png 202w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/OpenCV.ai_-10x12.png 10w\" sizes=\"(max-width: 158px) 100vw, 158px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">2. \u0623\u0648\u0628\u0646 \u0633\u064a \u0641\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">OpenCV \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648. \u062a\u062a\u0636\u0645\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 2500 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u064f\u062d\u0633\u0651\u0646\u0629 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062d\u0631\u0643\u0629. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0644\u063a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 C++ \u0648Python \u0648Java\u060c \u0648\u0647\u064a \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u062a\u0634\u063a\u064a\u0644 \u0645\u062a\u0646\u0648\u0639\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0635\u064f\u0645\u0645 OpenCV \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u0647\u0648 \u064a\u064f\u0633\u0647\u0651\u0644 \u062a\u0637\u0648\u064a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629\u060c \u0648\u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0628\u0641\u0636\u0644 \u062a\u0648\u062b\u064a\u0642\u0647 \u0627\u0644\u0634\u0627\u0645\u0644 \u0648\u062f\u0639\u0645\u0647 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a \u0627\u0644\u0646\u0634\u0637.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0643\u062a\u0628\u0629 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0648\u062b\u0627\u0626\u0642 \u0648\u062f\u0631\u0648\u0633\u064b\u0627 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0645\u0648\u0633\u0639\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: opencv.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: admin@opencv.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/opencvlibrary<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/opencvlibrary<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-31247\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cognex--300x37.png\" alt=\"\" width=\"300\" height=\"37\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cognex--300x37.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cognex--18x2.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cognex-.png 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">3. \u0643\u0648\u062c\u0646\u0643\u0633 \u0641\u064a\u062c\u0646 \u0628\u0631\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Cognex VisionPro \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u0624\u064a\u0629 \u0622\u0644\u064a\u0629 \u0645\u0635\u0645\u0645 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u064a\u0648\u0641\u0631 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u062a\u0644\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u062d\u0648\u0627\u0641. \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u062b\u0646\u0627\u0626\u064a\u0629 \u0648\u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0641\u062d\u0635\u064b\u0627 \u0648\u0642\u064a\u0627\u0633\u064b\u0627 \u062f\u0642\u064a\u0642\u064a\u0646 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0639.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 VisionPro \u0628\u064a\u0626\u0629 \u0628\u0631\u0645\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629\u060c \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0631\u0645\u062c\u0629 \u0645\u0643\u062b\u0641\u0629. \u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0623\u062c\u0647\u0632\u0629 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0648\u064a\u062f\u0639\u0645 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u064a\u0629 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0642\u0627\u0631\u0626\u0627\u062a \u0627\u0644\u0628\u0627\u0631\u0643\u0648\u062f \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u0627\u064b \u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.cognex.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: One Vision Drive\u060c Natick\u060c MA 01760-2059<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 508-650-3000<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: \u063a\u064a\u0631 \u0645\u062a\u0648\u0641\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/cognex-corporation<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31536\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso.png\" alt=\"\" width=\"221\" height=\"74\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso.png 281w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso-18x6.png 18w\" sizes=\"(max-width: 221px) 100vw, 221px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">4. \u062c\u0646\u0627\u062d \u0641\u064a\u0632\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Viso Suite \u0647\u064a \u0645\u0646\u0635\u0629 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0631\u0624\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0646\u0634\u0631\u0647\u0627 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u0643\u0634\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\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0647\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0627\u0633\u0639\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0635\u064f\u0645\u0645\u062a \u0645\u0646\u0635\u0629 Viso Suite \u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0647\u064a \u062a\u064f\u0633\u0647\u0651\u0644 \u062f\u0645\u062c \u062d\u0644\u0648\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u0627\u062a. \u0648\u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0628\u0633\u0651\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0646\u0634\u0631. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0639\u060c \u0648\u0627\u0644\u0646\u0642\u0644 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0648\u0641\u062d\u0635 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u064a\u062d \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u0648\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0631\u0624\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u0646\u0634\u0631 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: viso.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/visoai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/viso_ai<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12715\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2023\/10\/tensorflow-tech.svg\" alt=\"\" width=\"179\" height=\"179\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">5. \u062a\u064a\u0646\u0633\u0648\u0631 \u0641\u0644\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">TensorFlow \u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u062c\u0648\u062c\u0644. \u064a\u0648\u0641\u0631 \u0628\u064a\u0626\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0646\u0634\u0631\u0647\u0627\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u062f\u0648\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644. \u064a\u062f\u0639\u0645 TensorFlow \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u062e\u0648\u0627\u062f\u0645\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062c\u0648\u0627\u0644.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u064a\u0648\u0641\u0631 TensorFlow \u0648\u0638\u0627\u0626\u0641 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631. \u0648\u064a\u0634\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u064f\u062f\u0631\u064e\u0651\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0650\u0651\u0644 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u064f\u062e\u0635\u064e\u0651\u0635\u0629. \u0643\u0645\u0627 \u062a\u064f\u062a\u064a\u062d \u0628\u0646\u064a\u0629 TensorFlow \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0645\u0631\u0648\u0646\u0629\u064b \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u062d\u0633\u064a\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 Google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u062f\u0639\u0645\u064b\u0627 \u0648\u0645\u0648\u0627\u0631\u062f \u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.tensorflow.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/showcase\/tensorflowdev<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/tensorflow<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31583\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/BoofCV-e1746983225815-300x114.png\" alt=\"\" width=\"242\" height=\"92\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/BoofCV-e1746983225815-300x114.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/BoofCV-e1746983225815-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/BoofCV-e1746983225815.png 342w\" sizes=\"(max-width: 242px) 100vw, 242px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">6. \u0628\u0648\u0641 \u0633\u064a \u0641\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">BoofCV \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u0644\u063a\u0629 \u062c\u0627\u0641\u0627. \u062a\u0648\u0641\u0631 \u0648\u0638\u0627\u0626\u0641 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u0645\u064a\u0632\u0627\u062a\u060c \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629. \u062a\u062f\u0639\u0645 BoofCV \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u0645\u0646 \u0627\u0644\u062d\u0631\u0643\u0629\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0635\u064f\u0645\u0645 BoofCV \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u064a\u0648\u0641\u0631 \u0628\u0646\u064a\u0629 \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u062a\u062a\u064a\u062d \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\u060c \u0645\u0648\u0641\u0631\u064b\u0627 \u062a\u0648\u0627\u0632\u0646\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0643\u062a\u0628\u0629 \u062c\u0627\u0641\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: boofcv.org<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-25650\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/Basler-300x93.png\" alt=\"\" width=\"235\" height=\"73\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/Basler-300x93.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/Basler-18x6.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/10\/Basler.png 404w\" sizes=\"(max-width: 235px) 100vw, 235px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">7. \u0628\u0627\u0633\u0644\u0631<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0635\u064f\u0645\u0645\u062a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u0631\u0627\u0645\u062c Basler Pylon \u0644\u062a\u0643\u0648\u064a\u0646 \u0643\u0627\u0645\u064a\u0631\u0627\u062a Basler \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a\u0647\u0627. \u062a\u062a\u0636\u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u062a\u0634\u063a\u064a\u0644 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u062c\u0647\u0627\u062a \u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0648\u062a\u0648\u0641\u0631 \u0648\u0638\u0627\u0626\u0641 \u0644\u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0635\u0648\u0631.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u064a\u062d \u062a\u0635\u0645\u064a\u0645 Pylon \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0641\u062d\u0635 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 \u0644\u063a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 C++ \u0648C# \u0648Python\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0631\u0624\u064a\u0629 \u0645\u064f\u062e\u0635\u0635\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u0643\u0629 \u0645\u0635\u0646\u0639\u0629 \u0644\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.baslerweb.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 855 Springdale Dr. Suite 203, 19341 Exton, PA, USA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 610 280 0171<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: sales.usa@baslerweb.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/basler-ag<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/Basler_AG<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31585\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/LandingLens-300x107.png\" alt=\"\" width=\"236\" height=\"84\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/LandingLens-300x107.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/LandingLens-18x6.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/LandingLens.png 375w\" sizes=\"(max-width: 236px) 100vw, 236px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">8. \u0644\u0627\u0646\u062f\u064a\u0646\u062c \u0644\u064a\u0646\u0632<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">LandingLens \u0647\u064a \u0645\u0646\u0635\u0629 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0637\u0648\u0631\u062a\u0647\u0627 \u0634\u0631\u0643\u0629 Landing AI. \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0648\u0646\u0634\u0631\u0647\u0627 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0627\u0633\u0639\u0629. \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\u0639\u064a\u0648\u0628 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 LandingLens \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621. \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0639\u0628\u0631 \u0628\u064a\u0626\u0627\u062a \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0641\u062d\u0635 \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u0628\u0646\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: landing.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0661\u0669\u0665 \u0637\u0631\u064a\u0642 \u0628\u064a\u062c \u0645\u064a\u0644\u060c \u0628\u0627\u0644\u0648 \u0623\u0644\u062a\u0648\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 \u0669\u0664\u0663\u0660\u0666<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 650-779-5660<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: hello@landing.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/landing-ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/landingAI<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/people\/Landing-AI\/100068095180134<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/landingai<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31586\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-300x112.png\" alt=\"\" width=\"241\" height=\"90\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-300x112.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-1024x383.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-768x287.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-1536x575.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-2048x767.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/neptune_ai_-18x7.png 18w\" sizes=\"(max-width: 241px) 100vw, 241px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">9. \u0646\u0628\u062a\u0648\u0646.AI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Neptune.ai \u0647\u0648 \u0645\u062e\u0632\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (MLOps)\u060c \u064a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062a\u0628\u0639 \u0648\u0625\u062f\u0627\u0631\u0629 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0648\u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u064a\u062a\u0643\u0627\u0645\u0644 Neptune \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0637\u0631 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u064a\u064f\u0633\u0627\u0639\u062f Neptune.ai \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u0628\u060c \u0648\u062a\u0646\u0638\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0643\u0645\u0627 \u064a\u064f\u0648\u0641\u0631 \u0645\u0646\u0635\u0629 \u0645\u0631\u0643\u0632\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u064f\u0639\u0632\u0632 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0645\u062e\u0632\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a MLOps\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0628<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0641\u0631\u0642 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0637\u0631 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: neptune.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/neptuneai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/neptune_ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/neptuneAI<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31465\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/roboflow-e1746982250181-300x91.png\" alt=\"\" width=\"237\" height=\"72\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/roboflow-e1746982250181-300x91.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/roboflow-e1746982250181-18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/roboflow-e1746982250181.png 383w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">10. \u0631\u0648\u0628\u0648\u0641\u0644\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0631\u0648\u0628\u0648\u0641\u0644\u0648 \u0645\u0646\u0635\u0629 \u062a\u064f\u0628\u0633\u0651\u0637 \u0639\u0645\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0646\u0634\u0631\u0647\u0627. \u062a\u064f\u0642\u062f\u0651\u0645 \u0623\u062f\u0648\u0627\u062a\u064d \u0644\u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0627\u0644\u0645\u064f\u0633\u0628\u0642\u0629\u060c \u0648\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642\u0647\u0627. \u062a\u062f\u0639\u0645 \u0631\u0648\u0628\u0648\u0641\u0644\u0648 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u064f\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u062a\u064f\u0633\u0647\u0651\u0644 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0646\u0634\u0631\u0647\u0627.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u064a\u062d \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u062f\u0627\u0631\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0646\u0634\u0631\u0647\u0627 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 Roboflow \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u0646\u0634\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0628\u062d\u0644\u0648\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: roboflow.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/roboflow-ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/roboflow<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-29519\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Microsoft-Azure-AI--300x86.png\" alt=\"\" width=\"234\" height=\"67\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Microsoft-Azure-AI--300x86.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Microsoft-Azure-AI--18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Microsoft-Azure-AI-.png 418w\" sizes=\"(max-width: 234px) 100vw, 234px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. Azure Computer Vision<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Azure Computer Vision \u0647\u0648 \u062c\u0632\u0621 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u062e\u062f\u0645\u0627\u062a \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0645\u0639\u0631\u0641\u064a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u064a \u0645\u064f\u062f\u0631\u0651\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u064a\u064f\u0645\u0643\u0646\u0647 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR)\u060c \u0648\u0648\u0635\u0641 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0635\u0648\u0631 \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629. \u0643\u0645\u0627 \u062a\u0643\u062a\u0634\u0641 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u064a\u0646 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u062a\u062f\u0639\u0645 \u0648\u0633\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0629 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a REST \u0623\u0648 \u062d\u0632\u0645 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDKs) \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0644\u063a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629. \u062a\u062f\u0639\u0645 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Azure \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644 Logic Apps \u0648Power BI \u0648Azure Functions\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0633\u064a\u0631 \u0639\u0645\u0644 \u0622\u0644\u064a\u064b\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0628\u0635\u0631\u064a\u064b\u0627 \u0641\u0648\u0631\u064a\u064b\u0627. Azure Computer Vision \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0623\u0648 \u0641\u064a \u062d\u0627\u0648\u064a\u0627\u062a \u0644\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062c\u0632\u0621 \u0645\u0646 \u062e\u062f\u0645\u0627\u062a Azure AI \u0645\u0646 Microsoft<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u062d\u0644\u0648\u0644 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0622\u0645\u0646\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: azure.microsoft.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/Microsoft<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/Microsoft<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/Microsoft<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31229\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Luxand-300x111.png\" alt=\"\" width=\"232\" height=\"86\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Luxand-300x111.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Luxand-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Luxand.png 369w\" sizes=\"(max-width: 232px) 100vw, 232px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">12. \u0644\u0648\u0643\u0633\u0627\u0646\u062f<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Luxand FaceSDK \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u062a\u062a\u0628\u0639\u0647\u0627\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u062f\u0645\u062c \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0648\u062c\u0648\u0647 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629. \u062a\u0643\u062a\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0648\u062c\u0648\u0647 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0648\u062a\u0633\u062a\u062e\u0631\u062c \u0645\u0639\u0627\u0644\u0645 \u0645\u062b\u0644 \u0627\u0644\u0639\u064a\u0646\u064a\u0646 \u0648\u0627\u0644\u0641\u0645\u060c \u0648\u062a\u064f\u0642\u062f\u0651\u0631 \u0645\u0648\u0636\u0639 \u0627\u0644\u0631\u0623\u0633 \u0648\u0627\u062a\u062c\u0627\u0647\u0647. \u062a\u0633\u062a\u0637\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0648\u062c\u0648\u0647 \u0645\u0646 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0635\u0648\u0631 \u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u0647\u0648\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDK) \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u064f\u062f\u0645\u062c\u0629 \u0628\u0644\u063a\u0627\u062a C++ \u0648C# \u0648Java \u0648Delphi\u060c \u0648\u0647\u064a \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 Windows \u0648Linux \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629. \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0644\u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0635\u0648\u0631. \u0643\u0645\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0625\u062f\u062e\u0627\u0644 \u0645\u0628\u0627\u0634\u0631 \u0645\u0646 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0623\u0648 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u062f\u0641\u0639\u0629\u064b \u0648\u0627\u062d\u062f\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u064a\u0629 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 SDKs \u0648APIs \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \u062d\u0644\u0648\u0644 \u0644\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062a\u0631\u0641\u064a\u0647 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.luxand.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 815 \u0634\u0645\u0627\u0644 \u0634\u0627\u0631\u0639 \u0631\u0648\u064a\u0627\u0644\u060c \u062c\u0646\u0627\u062d 202\u060c \u0627\u0644\u0625\u0633\u0643\u0646\u062f\u0631\u064a\u0629\u060c \u0641\u064a\u0631\u062c\u064a\u0646\u064a\u0627\u060c 22314\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 800-471-5636<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: info@luxand.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/luxand-inc.<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31587\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Amazon-Rekognition-e1746983544248-300x109.png\" alt=\"\" width=\"259\" height=\"94\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Amazon-Rekognition-e1746983544248-300x109.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Amazon-Rekognition-e1746983544248-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Amazon-Rekognition-e1746983544248.png 550w\" sizes=\"(max-width: 259px) 100vw, 259px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">13. \u0623\u0645\u0627\u0632\u0648\u0646 \u0631\u064a\u0643\u0648\u062c\u0646\u064a\u0634\u0646<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Amazon Rekognition \u0647\u064a \u062e\u062f\u0645\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648. \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0645\u0634\u0627\u0647\u062f\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0648\u062c\u0648\u0647\u060c \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646. \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0643\u062a\u0634\u0627\u0641 \u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 100 \u0648\u062c\u0647 \u0641\u064a \u0635\u0648\u0631\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0648\u062c\u0647\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0648\u062c\u0647 \u0623\u0648 \u062d\u0627\u0644\u0627\u062a\u0647\u060c \u0645\u062b\u0644 \u0627\u0644\u0639\u064a\u0648\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0623\u0648 \u0627\u0644\u0645\u0628\u062a\u0633\u0645\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062f\u0639\u0645 \u0627\u0644\u062e\u062f\u0645\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631. \u0648\u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a AWS \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644 Lambda \u0648S3\u060c \u0644\u0628\u0646\u0627\u0621 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 Rekognition \u0639\u0627\u062f\u0629\u064b \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0641\u0647\u0631\u0633\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629. \u0643\u0645\u0627 \u064a\u062a\u0636\u0645\u0646 \u0641\u0647\u0631\u0633\u0629 \u0627\u0644\u0648\u062c\u0648\u0647 \u0644\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u062a\u0628\u0639 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0625\u062f\u0627\u0631\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0647\u0648\u064a\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0629 AWS \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a AWS \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0644\u0646\u0634\u0631 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: aws.amazon.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u064a\u062f\u064a\u0646: www.linkedin.com\/company\/amazon-web-services<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/awscloud<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/amazonwebservices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: www.instagram.com\/amazonwebservices<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31588\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51-300x82.webp\" alt=\"\" width=\"249\" height=\"68\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51-300x82.webp 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51-1024x280.webp 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51-768x210.webp 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51-18x5.webp 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/Voxel51.webp 1216w\" sizes=\"(max-width: 249px) 100vw, 249px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">14. \u0641\u0648\u0643\u0633\u064451<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">FiftyOne \u0645\u0646 Voxel51 \u0647\u064a \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u0635\u0648\u0631 \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0648\u062a\u0646\u0628\u0624\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u062d\u0633\u0628 \u0627\u0644\u0641\u0626\u0629 \u0623\u0648 \u0627\u0644\u062b\u0642\u0629 \u0623\u0648 \u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u060c \u0648\u0641\u062d\u0635 \u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0639\u064a\u0646\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0648\u0633\u0648\u0645\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u062e\u062a\u0644\u0627\u0644 \u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0641\u0626\u0627\u062a\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0645\u062b\u0644 \u0627\u0644\u0627\u0646\u0633\u062f\u0627\u062f\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u0634\u0648\u064a\u0634. \u064a\u0648\u0641\u0631 FiftyOne \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u064f\u062f\u064a\u0631 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0643\u0644 \u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u0648\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0629 FiftyOne \u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u062a\u0646\u0638\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0635\u0648\u0631\u0647<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: voxel51.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/voxel51<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/voxel51<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31589\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981-300x100.jpg\" alt=\"\" width=\"267\" height=\"89\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981-300x100.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981-1024x340.jpg 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981-768x255.jpg 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981-18x6.jpg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/google-cloud--e1746983724981.jpg 1200w\" sizes=\"(max-width: 267px) 100vw, 267px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">15. \u062c\u0648\u062c\u0644 \u0643\u0644\u0627\u0648\u062f \u0641\u064a\u062c\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 Google Cloud Vision AI \u0646\u0645\u0627\u0630\u062c \u0645\u064f\u062f\u0631\u0651\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0645\u064f\u062e\u0635\u0651\u0635\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0631\u0626\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR) \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 50 \u0644\u063a\u0629\u060c \u0648\u064a\u0645\u0643\u0646\u0647 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629\u060c \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629\u060c \u0648\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a. \u062a\u0633\u062a\u0637\u064a\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0622\u0644\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u0627\u0644\u0645\u060c \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u0647\u060c \u0648\u062a\u0639\u064a\u064a\u0646 \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 AutoML Vision \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u0635\u0635\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0643\u0644 \u0645\u062c\u0627\u0644. \u062a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a Google Cloud \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644 Cloud Functions \u0648Vertex AI \u0648BigQuery\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0633\u0644\u0627\u0633\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 Vision AI \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Google Cloud \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0634\u0627\u0645\u0644\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\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:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: cloud.google.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 111 8th Ave, New York, NY 10011<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: press@google.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/Google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: www.instagram.com\/google<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\u062e\u0627\u062a\u0645\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0623\u0635\u0628\u062d\u062a \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u062c\u0632\u0621\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0625\u0630 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u0646 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0641\u0639\u0627\u0644\u064a\u0629. \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062b\u0644 OpenCV \u0648BoofCV\u060c \u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0645\u062b\u0644 Viso Suite \u0648TensorFlow\u060c \u062a\u064f\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u064f\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u064f\u062a\u0646\u0648\u0639\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644. \u0633\u0648\u0627\u0621\u064b \u0643\u0646\u062a\u064e \u0628\u0635\u062f\u062f \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0645\u062e\u0635\u0635\u0629 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0641\u0625\u0646 \u0641\u0647\u0645 \u0646\u0642\u0627\u0637 \u0642\u0648\u0629 \u0643\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u0648\u0645\u064a\u0632\u0627\u062a\u0647 \u0623\u0645\u0631\u064c \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0646\u062c\u0627\u062d \u062a\u0646\u0641\u064a\u0630\u0647.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Computer vision software enables machines to interpret and analyze visual data, replicating human vision through artificial intelligence. These tools are used across industries for tasks such as image recognition, object tracking, motion detection, and facial recognition. With the rise of machine learning and edge computing, the capabilities of modern computer vision platforms have expanded significantly, [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":31582,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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