{"id":477554,"date":"2023-08-09T09:16:28","date_gmt":"2023-08-09T09:16:28","guid":{"rendered":""},"modified":"2023-09-05T11:14:58","modified_gmt":"2023-09-05T11:14:58","slug":"image-recognition","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/image-recognition\/","title":{"rendered":"\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631"},"content":{"rendered":"<p>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u062d\u0648\u0632\u0647 \u0627\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0622\u0645\u0648\u0632\u0634 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0648 \u062f\u0631\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0635\u0631\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u062a\u0648\u0633\u0639\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0647\u0627 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u062a\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0634\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0627\u0646\u0633\u0627\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u0646\u062f. \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u062f\u0627\u0631\u062f\u060c \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0648 \u062d\u062a\u06cc \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc.<\/p>\n<h2>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0627\u0648\u0644\u06cc\u0646 \u0630\u06a9\u0631 \u0622\u0646<\/h2>\n<p>\u0631\u06cc\u0634\u0647\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u062f\u0647\u0647 1960 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0631\u062f\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0645\u062d\u0642\u0642\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u0627\u06cc\u062f\u0647 \u0642\u0627\u062f\u0631 \u0633\u0627\u062e\u062a\u0646 \u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0647\u0627 \u0628\u0647 \u062f\u0631\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u0631\u0627 \u06a9\u0634\u0641 \u06a9\u0631\u062f\u0646\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0648\u0644\u06cc\u0646 \u0627\u0634\u0627\u0631\u0647\u200c\u0647\u0627 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0646\u0648\u0631\u06cc (OCR) \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u062a\u0646 \u0686\u0627\u067e \u0634\u062f\u0647 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646 \u0628\u0647 \u0645\u062a\u0646 \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u062f. \u062f\u0631 \u0637\u0648\u0644 \u0633\u0627\u0644\u200c\u0647\u0627\u060c \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0648\u062f\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af\u060c \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h2>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631. \u06af\u0633\u062a\u0631\u0634 \u0645\u0648\u0636\u0648\u0639 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631.<\/h2>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0647\u062f\u0641 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u062e\u0627\u0645 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0639\u0646\u06cc \u062f\u0627\u0631 \u0648 \u0639\u0645\u0644\u06cc \u0627\u0633\u062a. \u0645\u0631\u0627\u062d\u0644 \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u06a9\u062a\u0633\u0627\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u0631\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u062f\u0648\u0631\u0628\u06cc\u0646\u200c\u0647\u0627\u060c \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u06cc\u0627 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f. \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062f\u0642\u06cc\u0642 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634:<\/strong> \u0642\u0628\u0644 \u0627\u0632 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u063a\u0644\u0628 \u062a\u062d\u062a \u0645\u0631\u0627\u062d\u0644 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0627\u0646\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631 \u0627\u0646\u062f\u0627\u0632\u0647\u060c \u0639\u0627\u062f\u06cc \u0633\u0627\u0632\u06cc \u0648 \u06a9\u0627\u0647\u0634 \u0646\u0648\u06cc\u0632 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f \u062a\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc:<\/strong> \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u0627\u0646\u0646\u062f \u0644\u0628\u0647\u200c\u0647\u0627\u060c \u06af\u0648\u0634\u0647\u200c\u0647\u0627 \u06cc\u0627 \u0628\u0627\u0641\u062a\u200c\u0647\u0627\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0635\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0646\u0642\u0634 \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0644\u06af\u0648\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646:<\/strong> \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c\u200c\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u0627\u0646\u0646\u062f \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 (CNN) \u0648 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc (SVM) \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0627\u0634\u06cc\u0627\u0621 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc:<\/strong> \u062f\u0631 \u0637\u0648\u0644 \u0645\u0631\u062d\u0644\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u06cc\u0627 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u062f\u0647 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u0633 \u067e\u0631\u062f\u0627\u0632\u0634:<\/strong> \u067e\u0633 \u0627\u0632 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u0633 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0627\u0646\u0646\u062f \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u06cc\u0627 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0627\u0635\u0644\u0627\u062d \u0646\u062a\u0627\u06cc\u062c \u0648 \u0628\u0647\u0628\u0648\u062f \u062f\u0642\u062a \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/h2>\n<p>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0633\u062a\u0647 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0648 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0639\u0646\u0627\u0635\u0631 \u0645\u0634\u062a\u0631\u06a9 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc:<\/strong> \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u06cc\u06a9\u0633\u0644 \u062e\u0627\u0645 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc:<\/strong> \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0647\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627 \u0647\u0633\u062a\u0646\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc:<\/strong> \u067e\u0633 \u0627\u0632 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u060c \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0631\u0627 \u0628\u0647 \u06a9\u0644\u0627\u0633 \u0647\u0627 \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc:<\/strong> \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0634\u06cc \u06cc\u0627 \u062f\u0633\u062a\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 CNN \u0647\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u062a\u062d\u0648\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f. CNN \u0647\u0627 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u0648 \u0627\u062f\u063a\u0627\u0645 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0646\u062f.<\/p>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631.<\/h2>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0628\u0648\u062f\u060c \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0648\u0633\u0627\u06cc\u0644 \u0646\u0642\u0644\u06cc\u0647 \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc:<\/strong> \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0627\u0633\u062a \u0648 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0622\u0646\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u06cc\u0634\u0631\u0641\u062a \u0645\u062a\u062f\u0627\u0648\u0645:<\/strong> \u0628\u0627 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u060c \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0627\u0632\u0622\u0645\u0648\u0632\u06cc \u0648 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f \u0648 \u062f\u0642\u062a \u0648 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0645\u0627\u0646\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0627\u062f\u063a\u0627\u0645 \u06a9\u0631\u062f \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/h2>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0648 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u062e\u0627\u0635\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0628\u0631\u062c\u0633\u062a\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627:<\/strong> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0645\u06a9\u0627\u0646 \u06cc\u0627\u0628\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0627\u0634\u06cc\u0627\u0621 \u062f\u0631 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631\u060c \u0627\u063a\u0644\u0628 \u0628\u0627 \u062c\u0639\u0628\u0647 \u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u0627\u0637\u0631\u0627\u0641 \u0622\u0646\u0647\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647:<\/strong> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u062a\u0627\u06cc\u06cc\u062f \u0627\u0641\u0631\u0627\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0635\u0648\u0631\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0646\u0648\u0631\u06cc (OCR):<\/strong> \u062a\u0628\u062f\u06cc\u0644 \u0645\u062a\u0646 \u0686\u0627\u067e \u0634\u062f\u0647 \u06cc\u0627 \u062f\u0633\u062a \u0646\u0648\u06cc\u0633 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0645\u062a\u0646 \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u0627\u0634\u06cc\u0646.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0642\u0633\u06cc\u0645 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631:<\/strong> \u062a\u0642\u0633\u06cc\u0645 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0645\u0639\u0646\u06cc \u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0622\u0646.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u0698\u0633\u062a:<\/strong> \u062a\u0641\u0633\u06cc\u0631 \u062d\u0631\u06a9\u0627\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u06cc\u0627 \u062c\u0631\u06cc\u0627\u0646 \u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u0628\u0627\u0631\u06a9\u062f \u0648 \u06a9\u062f QR:<\/strong> \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0628\u0627\u0631\u06a9\u062f\u0647\u0627 \u0648 \u06a9\u062f\u0647\u0627\u06cc QR \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0634\u062e\u06cc\u0635 \u0635\u062d\u0646\u0647:<\/strong> \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0644 \u0635\u062d\u0646\u0647 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0646\u0647\u0627.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647.<\/h2>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u062c\u0633\u062a\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0645\u06a9\u0627\u0646 \u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0635\u0631\u06cc \u0645\u062d\u0635\u0648\u0644 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0627 \u0622\u067e\u0644\u0648\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0644\u06cc\u062f:<\/strong> \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u06a9\u06cc\u0641\u06cc\u062a\u060c \u062a\u0634\u062e\u06cc\u0635 \u0639\u06cc\u0628 \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0631\u0627\u0642\u0628\u062a \u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u06cc\u0645\u0627\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0634\u0639\u0647 \u0627\u06cc\u06a9\u0633 \u0648 \u0627\u0645 \u0622\u0631 \u0622\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062e\u0648\u062f\u0631\u0648:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0648 \u0646\u0627\u0648\u0628\u0631\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0645\u0646\u06cc\u062a \u0648 \u0646\u0638\u0627\u0631\u062a:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u062c\u0631\u0645\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0632 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>\n<p><strong>\u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647:<\/strong> \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0634\u062f\u062a \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0648 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0645\u062a\u06a9\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0686\u0646\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646 \u0628\u0631 \u0648 \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u06af\u0631\u0627\u0646\u06cc \u0647\u0627\u06cc \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647\u060c \u0646\u06af\u0631\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u062e\u0644\u0627\u0642\u06cc \u0631\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0648\u0621 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0634\u062e\u0635\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u0645\u0644\u0627\u062a \u062e\u0635\u0645\u0627\u0646\u0647:<\/strong> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0633\u062a\u0639\u062f \u062d\u0645\u0644\u0627\u062a\u06cc \u0628\u0627\u0634\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u0641\u0632\u0648\u062f\u0646 \u0646\u0648\u06cc\u0632 \u0646\u0627\u0645\u062d\u0633\u0648\u0633 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0634\u062a\u0628\u0627\u0647 \u0634\u0648\u062f.<\/p>\n<\/li>\n<\/ul>\n<p>\u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u062e\u062a\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0633\u0627\u0626\u0644\u060c \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u0628\u0631 \u0631\u0648\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u062a\u0633\u062a \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062d\u0645\u0644\u0627\u062a \u062e\u0635\u0645\u0627\u0646\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<h2>\u0645\u0634\u062e\u0635\u0627\u062a \u0627\u0635\u0644\u06cc \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u0642\u0627\u0644\u0628 \u062c\u062f\u0627\u0648\u0644 \u0648 \u0641\u0647\u0631\u0633\u062a.<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0645\u0634\u062e\u0635\u0647<\/th>\n<th>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/th>\n<th>\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc<\/th>\n<th>\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u06a9\u0627\u0631\u0628\u0631\u062f \u0627\u0648\u0644\u06cc\u0647<\/td>\n<td>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631 \u0639\u0645\u0648\u0645\u06cc<\/td>\n<td>\u0645\u06a9\u0627\u0646 \u06cc\u0627\u0628\u06cc \u0627\u0634\u06cc\u0627\u0621<\/td>\n<td>\u062a\u0627\u06cc\u06cc\u062f \u0627\u0641\u0631\u0627\u062f<\/td>\n<\/tr>\n<tr>\n<td>\u0641\u0646\u0627\u0648\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (CNN)<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (CNN)<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (CNN)<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0631\u0648\u062c\u06cc<\/td>\n<td>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631<\/td>\n<td>\u062c\u0639\u0628\u0647 \u0647\u0627\u06cc \u0645\u0631\u0632\u0628\u0646\u062f\u06cc<\/td>\n<td>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0641\u0631\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637 \u062a\u0627 \u0632\u06cc\u0627\u062f<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637 \u062a\u0627 \u0632\u06cc\u0627\u062f<\/td>\n<td>\u0628\u0627\u0644\u0627<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u06af\u0631\u0627\u0646\u06cc \u0647\u0627\u06cc \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc<\/td>\n<td>\u062f\u0631 \u062d\u062f \u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u062f\u0631 \u062d\u062f \u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0628\u0627\u0644\u0627<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0627\u0645\u0646\u06cc\u062a<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u0645\u0644\u06a9\u0631\u062f \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc<\/td>\n<td>\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a<\/td>\n<td>\u0686\u0627\u0644\u0634 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632<\/td>\n<td>\u0686\u0627\u0644\u0634 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631.<\/h2>\n<p>\u0622\u06cc\u0646\u062f\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0686\u0646\u062f\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u0627\u0641\u0642 \u0646\u0648\u06cc\u062f\u0628\u062e\u0634 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062d\u0642\u06cc\u0642 \u0645\u0633\u062a\u0645\u0631 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642:<\/strong> \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0645\u062f\u0627\u0648\u0645 \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0686\u0646\u062f \u0648\u062c\u0647\u06cc:<\/strong> \u0627\u062f\u063a\u0627\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0631\u06a9\u06cc\u0628 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u0645\u062a\u0646 \u06cc\u0627 \u0635\u062f\u0627\u060c \u062f\u0631\u06a9 \u062c\u0627\u0645\u0639 \u062a\u0631\u06cc \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d:<\/strong> \u062a\u0648\u0633\u0639\u0647 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0648 \u062a\u0648\u0636\u06cc\u062d \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0634\u0641\u0627\u0641\u06cc\u062a \u0648 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0648\u062f\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0644\u0628\u0647:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u0644\u0628\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u062a\u0635\u0627\u0644 \u062b\u0627\u0628\u062a \u0628\u0647 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062a\u0628\u0637 \u0634\u062f.<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0642\u0634\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06a9\u062a\u0633\u0627\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0645\u0646\u06cc\u062a\u060c \u0627\u06cc\u0641\u0627 \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0631\u0627\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0628\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0632\u0631\u06af \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u0646\u0627\u0634\u0646\u0627\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0639\u0627\u062f\u0644 \u0628\u0627\u0631:<\/strong> \u0648\u0638\u0627\u06cc\u0641 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0641\u0634\u0631\u062f\u0647 \u0628\u0627\u0634\u062f. \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0628\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0633\u0631\u0648\u0631 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648\u0627\u0646 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc:<\/strong> \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0641\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0646\u0627\u0634\u0646\u0627\u0633 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062f\u0648\u0631 \u0632\u062f\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627:<\/strong> \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0646\u0627\u0637\u0642\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u0635 \u06cc\u0627 API\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u062d\u062f\u0648\u062f \u0634\u0648\u062f. \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u062f\u0648\u0631 \u0632\u062f\u0646 \u0627\u06cc\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0646\u0627\u0628\u0639 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<ul>\n<li><a href=\"https:\/\/oneproxy.pro\/ir\/guides\/image-recognition\/\" target=\"_new\" rel=\"noopener\">OneProxy \u2013 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/introduction-to-image-recognition-36168f3a57d9\" target=\"_new\" rel=\"noopener nofollow\">\u0628\u0647 \u0633\u0648\u06cc \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 - \u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/a><\/li>\n<li><a href=\"https:\/\/openai.com\/blog\/a-primer-on-image-recognition-with-cnns\/\" target=\"_new\" rel=\"noopener nofollow\">\u0648\u0628\u0644\u0627\u06af OpenAI \u2013 \u0622\u063a\u0627\u0632\u06af\u0631 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 CNN<\/a><\/li>\n<\/ul>\n<p>\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u0646\u0627\u0648\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0627 \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u0622\u06cc\u0646\u062f\u0647 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631 \u06a9\u0646\u0646\u062f\u0647 \u0638\u0627\u0647\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u0631\u0627\u0642\u0628\u062a\u200c\u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0647 \u0646\u062d\u0648\u0647 \u062a\u0639\u0627\u0645\u0644 \u0645\u0627 \u0628\u0627 \u062f\u0646\u06cc\u0627\u06cc \u0628\u0635\u0631\u06cc \u0634\u06a9\u0644 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0627 \u0627\u062f\u0627\u0645\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u06a9\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0641\u0631\u0627\u06af\u06cc\u0631\u062a\u0631 \u0634\u0648\u062f \u0648 \u0635\u0646\u0627\u06cc\u0639 \u0631\u0627 \u0645\u062a\u062d\u0648\u0644 \u06a9\u0646\u062f \u0648 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627 \u0631\u0627 \u063a\u0646\u06cc \u06a9\u0646\u062f.<\/p>","protected":false},"featured_media":477555,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477554","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Image recognition: A Comprehensive Overview<\/mark>","faq_items":[{"question":"What is image recognition?","answer":"<p>Image recognition, also known as computer vision, is a field of artificial intelligence (AI) that focuses on teaching machines to interpret and understand visual information. It involves the development of algorithms and models that enable computers to recognize and process images in a manner similar to human vision. Image recognition has diverse applications, ranging from automated industrial processes to facial recognition systems and even medical diagnosis.<\/p>"},{"question":"How did image recognition originate?","answer":"<p>The roots of image recognition can be traced back to the 1960s when researchers first explored the idea of enabling computers to understand visual data. One of the earliest mentions of image recognition dates back to the development of optical character recognition (OCR) systems used to read printed text and convert it into machine-encoded text. Over the years, advancements in machine learning and the availability of large-scale image datasets have significantly improved the capabilities of image recognition systems.<\/p>"},{"question":"What is the internal structure of image recognition systems?","answer":"<p>The internal structure of image recognition systems varies depending on the specific algorithms and models used. However, the common elements include an input layer to receive the raw pixel data, feature extraction layers to analyze the image and extract relevant features, classification layers to assign probabilities to different classes, and an output layer to provide the final classification result. Deep learning techniques, particularly Convolutional Neural Networks (CNNs), have revolutionized image recognition by automatically learning hierarchical representations from images.<\/p>"},{"question":"What are the key features of image recognition?","answer":"<p>Image recognition offers several key features, including automation of tasks, versatility in different domains, real-time processing capabilities, continual improvement with more data, and seamless integration with other AI technologies.<\/p>"},{"question":"What are the different types of image recognition?","answer":"<p>There are various types of image recognition, including object detection, facial recognition, optical character recognition (OCR), image segmentation, gesture recognition, barcode and QR code recognition, and scene recognition.<\/p>"},{"question":"How is image recognition used, and what challenges does it face?","answer":"<p>Image recognition finds applications in e-commerce, manufacturing, healthcare, automotive, security, and more. However, challenges such as data quality, privacy concerns, and susceptibility to adversarial attacks need to be addressed.<\/p>"},{"question":"How does the future of image recognition look?","answer":"<p>The future of image recognition is promising, with continued research in deep learning, multi-modal approaches, explainable AI, and edge computing expected to enhance its capabilities.<\/p>"},{"question":"How are proxy servers associated with image recognition?","answer":"<p>Proxy servers support image recognition by facilitating efficient data collection, load balancing, ensuring anonymity and privacy, and circumventing restrictions in accessing image datasets and APIs.<\/p>"},{"question":"Where can I find more information about image recognition?","answer":"<p>For more in-depth information about image recognition, you can explore resources like OneProxy's Image Recognition Guide, articles on Towards Data Science, and the OpenAI Blog's primer on image recognition with CNNs.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477554","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477554\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/477555"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=477554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}