{"id":5346,"date":"2020-03-02T15:28:57","date_gmt":"2020-03-02T11:58:57","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=5346"},"modified":"2020-03-02T15:29:00","modified_gmt":"2020-03-02T11:59:00","slug":"developing-a-license-plate-recognition-system-with-machine-learning-in-python","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/machine-vision\/developing-a-license-plate-recognition-system-with-machine-learning-in-python\/","title":{"rendered":"\u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0646\u0627\u0648\u0631\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"content":{"rendered":"<p style=\"text-align: justify\">\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0637\u0631\u0627\u062d\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0622\u0634\u0646\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><strong>\u0645\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645\u061f<\/strong><\/h2>\n<p style=\"text-align: justify\">\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u062a\u0634\u062e\u06cc\u0635 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d9%86%d9%88%db%8c%d8%b3%d9%87-%d8%ae%d9%88%d8%a7%d9%86\/\" target=\"_blank\" rel=\"noopener\">\u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc&nbsp; \u0646\u0648\u0631\u06cc ( OCR )<\/a> \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u0639\u062f\u0627\u062f \u0648 \u062d\u0631\u0641 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c LPR &nbsp;(\u0633\u06cc\u0633\u062a\u0645 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648) \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9 \u0648\u0633\u06cc\u0644\u0647 \u0646\u0642\u0644\u06cc\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0645\u06cc \u06af\u06cc\u0631\u062f \u0648 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u062f\u0631 \u067e\u0644\u0627\u06a9 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u0645\u06cc \u062f\u0647\u062f. \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0686\u0642\u062f\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0647\u0627\u0631\u062a \u0647\u0627\u06cc \u0645\u062e\u0641\u06cc \/ \u06a9\u0627\u0631\u0622\u06af\u0627\u0647\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0628\u06cc \u0627\u0631\u0632\u0634 \u06a9\u0646\u062f\u061f \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0645\u0627\u0645 \u0645\u0634\u062e\u0635\u0627\u062a \u0644\u0627\u0632\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u06cc\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0631\u0627 \u0627\u0632 \u0631\u0648\u06cc \u0645\u0634\u062e\u0635\u0627\u062a \u067e\u0644\u0627\u06a9 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u0647 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0628\u0627 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u062f\u0627\u0631\u062f\u061f<\/strong><\/h2>\n<p style=\"text-align: justify\">\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d8%aa%d8%b4%d8%ae%db%8c%d8%b5-%d9%be%d9%84%d8%a7%da%a9\/\" target=\"_blank\" rel=\"noopener\">\u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9<\/a> \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u062f\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0645 \u0642\u0627\u0628\u0644 \u062a\u0648\u0633\u0639\u0647 \u0647\u0633\u062a\u0646\u062f. \u0633\u0627\u06cc\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0627\u0646\u0646\u062f \u062a\u0637\u0628\u06cc\u0642 \u0642\u0627\u0644\u0628 \u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u063a\u06cc\u0631\u0647 \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u0648\u062c\u0648\u062f\u060c \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0628\u0647\u0628\u0648\u062f \u0631\u0648\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u062f\u0642\u062a \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f. \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u06cc\u0639\u0646\u06cc \u0645\u062b\u0644\u0627 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0631\u0627 \u0628\u0627 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0648\u0627\u0642\u0639\u06cc \u0622\u0646 \u0645\u0646\u0637\u0628\u0642 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u0641 \u0647\u0627 \u0648 \u0628 \u0647\u0627 \u0648 \u0633\u0627\u06cc\u0631 \u062d\u0631\u0648\u0641 \u062a\u0645\u0627\u06cc\u0632 \u0642\u0627\u0626\u0644 \u0634\u0648\u06cc\u0645.<\/p>\n<h2><strong>\u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u06a9\u0627\u0631 \u0645\u0646 \u0645\u06cc \u0622\u06cc\u062f\u061f<\/strong><\/h2>\n<p style=\"text-align: justify\">\u0627\u06af\u0631 \u0628\u0647 \u0641\u06a9\u0631 \u0633\u0627\u062e\u062a\u0646 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u062b\u0644 JARVIS \u0628\u0627 \u0635\u062f\u0627\u06cc \u0645\u0648\u0631\u06af\u0627\u0646 \u0641\u0631\u06cc\u0645\u0646 \u0647\u0633\u062a\u06cc\u062f\u060c \u0628\u0644\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0648 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.&nbsp; \u062e\u0628 \u060c \u0627\u06cc\u0646 \u06cc\u06a9 \u0627\u063a\u0631\u0627\u0642 \u0628\u0648\u062f. \u062f\u0631 \u0627\u0635\u0644 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0641\u0642\u0637 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u06cc\u06a9 \u0645\u0633\u0626\u0644\u0647 \u0648\u0627\u0642\u0639\u06cc \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f. \u062a\u0645\u0627\u0645 \u0622\u0646 \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0622\u0646 \u0627\u062d\u062a\u06cc\u0627\u062c \u062f\u0627\u0631\u06cc\u062f \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a.<\/p>\n<h2><strong>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645&#8230;<\/strong><\/h2>\n<p style=\"text-align: justify\">\u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u06a9\u0647 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0628\u0627 \u0646\u0627\u0645 ALPR (\u0633\u06cc\u0633\u062a\u0645 \u062a\u0634\u062e\u06cc\u0635 \u0627\u062a\u0648\u0645\u0627\u062a\u06cc\u06a9 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648) \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f \u0627\u0632 \u06f3 \u0645\u0631\u062d\u0644\u0647 \u0645\u0647\u0645 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f1- \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 : \u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0648\u0642\u0639\u06cc\u062a \u067e\u0644\u0627\u06a9 \u0645\u0634\u062e\u0635 \u0645\u06cc \u0634\u0648\u062f. \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u0648\u0633\u06cc\u0644\u0647 \u0646\u0642\u0644\u06cc\u0647 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0622\u0646 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f2- \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627: \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u067e\u0644\u0627\u06a9 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0648 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f3- \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627: \u0627\u06cc\u0646\u062c\u0627 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0631\u0627 \u062c\u0645\u0639 \u0648 \u062c\u0648\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0628\u062e\u0634 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"974\" height=\"753\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u067e\u0644\u0627\u06a9-\u062e\u0648\u0627\u0646-\u0645\u0627\u0634\u06cc\u0646-\u0633\u0646\u06af\u06cc\u0646.jpg\" alt=\"\u067e\u0644\u0627\u06a9 \u062e\u0648\u0627\u0646 \u0645\u0627\u0634\u06cc\u0646 \u0633\u0646\u06af\u06cc\u0646\" class=\"wp-image-5397\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u067e\u0644\u0627\u06a9-\u062e\u0648\u0627\u0646-\u0645\u0627\u0634\u06cc\u0646-\u0633\u0646\u06af\u06cc\u0646.jpg 974w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u067e\u0644\u0627\u06a9-\u062e\u0648\u0627\u0646-\u0645\u0627\u0634\u06cc\u0646-\u0633\u0646\u06af\u06cc\u0646-300x232.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u067e\u0644\u0627\u06a9-\u062e\u0648\u0627\u0646-\u0645\u0627\u0634\u06cc\u0646-\u0633\u0646\u06af\u06cc\u0646-768x594.jpg 768w\" sizes=\"(max-width: 974px) 100vw, 974px\" \/><\/figure><\/div>\n\n\n<h2><strong>\u062a\u0626\u0648\u0631\u06cc \u06a9\u0627\u0641\u06cc\u0633\u062a. \u0628\u0631\u0648\u06cc\u0645 \u0633\u0631\u0627\u063a \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc<\/strong><\/h2>\n<p style=\"text-align: justify\">\u0628\u0644\u0647\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u0645\u062d\u06cc\u0637 \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0627\u0648\u0644\u06cc\u0646 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0627 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062a\u0639\u0644\u0642\u0627\u062a \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u0627 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc virtualenv \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-theme=\"git\" data-enlighter-language=\"python\"># install virtualenv if you don\u2019t have the package already\npip install virtualenv\nmkdir license-plate-recognition\ncd license-plate-recognition\nvirtualenv lpr\nsource lpr\/bin\/activate<\/pre>\n<p style=\"text-align: justify\">\u0627\u06a9\u0646\u0648\u0646 \u06cc\u06a9 \u067e\u0648\u0634\u0647 \u0628\u0627 \u0646\u0627\u0645 lpr \u062f\u0631 \u0641\u0647\u0631\u0633\u062a \u067e\u0631\u0648\u0698\u0647 \u0634\u0645\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify\">\u0627\u06a9\u0646\u0648\u0646 \u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u0627\u0648\u0644\u06cc\u0646 \u0628\u0633\u062a\u0647 \u062e\u0648\u062f \u0628\u0627 \u0646\u0627\u0645 scikit-image \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u06cc\u06a9 \u0628\u0633\u062a\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0622\u0646 \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"git\" data-enlighter-linenumbers=\"false\">pip install scikit-image<\/pre>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062a\u0639\u0644\u0642\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0633\u062a\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632 <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/\" target=\"_blank\" rel=\"noopener\">scipy<\/a> (\u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0639\u0644\u0645\u06cc) \u060c <a href=\"https:\/\/docs.scipy.org\/doc\/numpy\/\" target=\"_blank\" rel=\"noopener\">numpy<\/a> (\u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc n \u0628\u0639\u062f\u06cc) \u0648 <a class=\"bo de id ie if ig\" href=\"https:\/\/matplotlib.org\/contents.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib<\/a>&nbsp; (\u0628\u0631\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631). \u0628\u0633\u062a\u0647 \u0645\u0647\u0645 \u062f\u06cc\u06af\u0631 <a href=\"https:\/\/pillow.readthedocs.io\/en\/4.2.x\/\" target=\"_blank\" rel=\"noopener\">Pillow<\/a> &#8211; \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u0627\u0645 \u062f\u0627\u0631\u062f.<\/p>\n<h2>\u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 ( \u062a\u0639\u06cc\u06cc\u0646 \u0645\u062d\u0644 \u067e\u0644\u0627\u06a9 )<\/h2>\n<p style=\"text-align: justify\">\u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a \u0648 \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0648\u0642\u0639\u06cc\u062a \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u060c \u0628\u0627\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0645\u0642\u06cc\u0627\u0633 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u060c \u0647\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u0628\u06cc\u0646 \u06f0 \u062a\u0627 \u06f2\u06f5\u06f5 \u0627\u0633\u062a. \u062d\u0627\u0644 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u06cc\u0646\u0631\u06cc (\u0635\u0641\u0631 \u0648 \u06cc\u06a9) \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9 \u067e\u06cc\u06a9\u0633\u0644 \u06a9\u0627\u0645\u0644\u0627\u064b \u0633\u06cc\u0627\u0647 \u06cc\u0627 \u0633\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify\">\u062a\u0648\u062c\u0647: \u0627\u06af\u0631 \u062f\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 matplotlib \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u062e\u0648\u062f \u0645\u0634\u06a9\u0644\u06cc \u062f\u0627\u0631\u06cc\u062f \u060c <a href=\"http:\/\/chrome-extension\/\/klbibkeccnjlkjkiokjodocebajanakg\/suspended.html#ttl=osx%20-%20Installation%20Issue%20with%20matplotlib%20Python%20-%20Stack%20Overflow&amp;uri=https:\/\/stackoverflow.com\/questions\/21784641\/installation-issue-with-matplotlib-python\" data-wplink-url-error=\"true\">\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644<\/a> \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify\">\u062e\u0631\u0648\u062c\u06cc \u06a9\u062f \u0632\u06cc\u0631 \u062f\u0648 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u060c \u06cc\u06a9\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u0648 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0635\u0641\u0631 \u0648 \u06cc\u06a9.<\/p>\n\n\n\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"640\" height=\"480\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0634\u062e\u06cc\u0635-\u067e\u0644\u0627\u06a93.jpg\" alt=\"\u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a93\" class=\"wp-image-5349\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0634\u062e\u06cc\u0635-\u067e\u0644\u0627\u06a93.jpg 640w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0634\u062e\u06cc\u0635-\u067e\u0644\u0627\u06a93-300x225.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><figcaption>\u0639\u06a9\u0633 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify\">\u0645\u0627 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0624\u0644\u0641\u0647 \u0645\u062a\u0635\u0644 (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Connected-component_labeling\" target=\"_blank\" rel=\"noopener\">CCA<\/a>) \u060c \u062a\u0645\u0627\u0645 \u0645\u0646\u0627\u0637\u0642 \u0645\u062a\u0635\u0644 \u0631\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645. \u0631\u0648\u06cc\u06a9\u0631\u062f \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0644\u0628\u0647 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0631\u0641\u0648\u0644\u0648\u0698\u06cc\u06a9\u06cc \u0646\u06cc\u0632 \u0642\u0627\u0628\u0644 \u0628\u0631\u0631\u0633\u06cc \u0627\u0633\u062a. CCA \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0645\u0646\u0627\u0637\u0642 \u067e\u06cc\u0634 \u0632\u0645\u06cc\u0646\u0647 \u0631\u0627 \u0628\u0647\u0645 \u0648\u0635\u0644 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06af\u0631 \u0647\u0631 \u062f\u0648 \u067e\u06cc\u06a9\u0633\u0644 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0628\u0627\u0634\u0646\u062f \u0648 \u062f\u0631 \u0645\u062c\u0627\u0648\u0631\u062a \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0628\u0627\u0634\u0646\u062f \u06cc\u06a9 \u067e\u06cc\u06a9\u0633\u0644 \u0628\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0645\u062a\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n\n\n\n<p style=\"text-align: justify\">\u0645\u0627 \u0628\u0627\u06cc\u062f \u0641\u0627\u06cc\u0644 \u0642\u0628\u0644\u06cc \u0631\u0627 import \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062c\u0627 \u062f\u0627\u0631\u06cc\u0645 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0631\u0648\u0634 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc &#8211; \u0628\u0631\u0686\u0633\u0628 \u06af\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u062a\u0645\u0627\u0645 \u0646\u0642\u0627\u0637 \u0645\u062a\u0635\u0644 \u0634\u062f\u0647 \u0628\u0647 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0635\u0641\u0631 \u0648 \u06cc\u06a9 \u0648 \u0628\u0631\u0686\u0633\u0628 \u06af\u0632\u0627\u0631\u06cc \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u062f. \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0631\u0648\u0634 regionprops \u0628\u0631 \u0631\u0648\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0686\u0633\u0628 \u06af\u0632\u0627\u0631\u06cc \u0634\u062f\u0647 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u062a\u0645\u0627\u0645\u06cc \u0646\u0642\u0627\u0637 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u0634\u062e\u0635\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0622\u0646 \u0647\u0645\u0686\u0648\u0646 \u0645\u0646\u0637\u0642\u0647\u060c \u062c\u0639\u0628\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 (bounding box) \u060c\u0628\u0631\u0686\u0633\u0628 \u0648 &#8230; \u0631\u0627 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify\">\u0627\u0632 \u062a\u0635\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0628\u0647 \u0648\u062c\u0648\u062f \u0622\u0645\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0646\u0642\u0627\u0637\u06cc \u06a9\u0647 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0646\u0645\u06cc \u0634\u0648\u0646\u062f \u0646\u06cc\u0632 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0646\u062f. \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0622\u0646 \u0647\u0627 \u0645\u0627 \u0627\u0632 \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627\u06cc \u0645\u062a\u0639\u0627\u0631\u0641 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u062c\u0647\u062a \u062d\u0630\u0641 \u0622\u0646 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f1- \u0634\u06a9\u0644 \u0622\u0646 \u0646\u0642\u0627\u0637 \u0645\u0633\u062a\u0637\u06cc\u0644\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f2- \u067e\u0647\u0646\u0627\u06cc\u0634\u0627\u0646 \u0627\u0632 \u0637\u0648\u0644\u0634\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f3- \u0646\u0633\u0628\u062a \u067e\u0647\u0646\u0627\u06cc \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0647 \u06a9\u0644 \u062a\u0635\u0648\u06cc\u0631 \u0628\u06cc\u0646 \u06f1\u06f5 \u062a\u0627 \u06f4\u06f0 \u062f\u0631\u0635\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;padding-right: 40px\">\u06f4- \u0646\u0633\u0628\u062a \u0637\u0648\u0644 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0647 \u06a9\u0644 \u062a\u0635\u0648\u06cc\u0631 \u0628\u06cc\u0646 \u06f8 \u062a\u0627 \u06f2\u06f0 \u062f\u0631\u0635\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify\">\u0644\u062d\u0638\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0634\u06a9\u0644 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0646\u062f\u0627\u0631\u0646\u062f \u062a\u0631\u062f\u06cc\u062f \u0646\u06a9\u0646\u06cc\u062f. 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\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 CCA \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n\n\n\n\n\n<p style=\"text-align: justify\">\u0644\u06cc\u0633\u062a \u0628\u0627 \u0646\u0627\u0645 plate_like_objects \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u06a9\u0644\u06cc\u0647 \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0627\u06cc\u0646 \u062e\u0648\u062f\u0631\u0648 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0628\u06cc\u0647 \u067e\u0644\u0627\u06a9 \u0627\u0633\u062a. \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0648\u0644\u0641 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0633\u0647 \u0645\u062d\u062f\u0648\u062f\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 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\u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u067e\u06cc\u06af\u06cc\u0631\u06cc \u062f\u0631\u0633\u062a \u0628\u0648\u062f\u0646 \u062a\u0631\u062a\u06cc\u0628 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u060c \u0645\u062a\u063a\u06cc\u0631 column_list \u0628\u0631\u0627\u06cc \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0634\u0631\u0648\u0639 \u0647\u0631 \u0645\u062d\u062f\u0648\u062f\u0647 \u0627\u0632 \u0645\u062d\u0648\u0631 x \u0645\u0639\u0631\u0641\u06cc \u0634\u062f. \u0627\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0639\u062f \u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u062e\u062a \u0635\u062d\u06cc\u062d \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify\"><div class=\"box info  alignright\"><div class=\"box-inner-block\"><i class=\"fa tie-shortcode-boxicon\"><\/i>\n\t\t\t<strong>\u0634\u0631\u06a9\u062a \u062f\u0627\u0646\u0634 \u0628\u0646\u06cc\u0627\u0646 \u0634\u0647\u0627\u0628 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634\u0645\u0646\u062f \u0633\u0627\u0632\u06cc \u062a\u0631\u062f\u062f \u0648 \u067e\u0627\u0631\u06a9\u06cc\u0646\u06af \u0647\u0627\u060c \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u067e\u0644\u0627\u06a9 \u062e\u0648\u0627\u0646 \u0622\u06cc \u067e\u0644\u0627\u06a9 \u0631\u0627 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u060c \u062b\u0628\u062a \u062a\u0631\u062f\u062f \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0631\u0627\u0647\u0628\u0646\u062f \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u062c\u0647\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0648 \u062f\u0627\u0646\u0644\u0648\u062f \u0646\u0633\u062e\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0647 \u0635\u0641\u062d\u0647 \u0645\u0639\u0631\u0641\u06cc <span style=\"color: #569aff\"><a style=\"color: #569aff\" href=\"https:\/\/shahaab-co.ir\/shahab-parking-management\/\" target=\"_blank\" rel=\"noopener\">\u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0622\u06cc \u067e\u0644\u0627\u06a9<\/a><\/span> \u0645\u0631\u0627\u062c\u0639\u0647 \u0641\u0631\u0645\u0627\u06cc\u06cc\u062f.<\/strong>\n\t\t\t<\/div><\/div>\n<h2><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627<\/strong><\/h2>\n<p style=\"text-align: justify\">\u0627\u06cc\u0646 \u0622\u062e\u0631\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f 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\u0634\u062f\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u062f\u0648 \u062f\u0633\u062a\u0647 \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u062f. \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646. \u0634\u0646\u0627\u062e\u062a \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify\">\u062a\u0645\u0627\u0645 \u0622\u0646\u0686\u0647 \u0627\u06a9\u0646\u0648\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645 \u060c \u06cc\u06a9 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645 \u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u0645 \u060c \u0645\u062f\u0644 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u0642\u062f\u0631 \u062f\u0642\u06cc\u0642 \u0627\u0633\u062a \u060c \u0633\u067e\u0633 \u0627\u0632 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u062e\u0648\u062f \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. \u0645\u0646 \u062f\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u0645 \u060c \u06cc\u06a9\u06cc \u06f1\u06f0px \u062f\u0631 \u06f2\u06f0px \u0648 \u062f\u06cc\u06af\u0631\u06cc \u06f2\u06f0px \u062f\u0631 \u06f2\u06f0px.. \u0645\u0627 \u0627\u0632 \u06f2\u06f0px \u062f\u0631 \u06f2\u06f0px \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u0632\u06cc\u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0631 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645. \u0647\u0631 \u062d\u0631\u0641\u06cc \u0628\u0647 \u062c\u0632 \u062d\u0631\u0648\u0641 O \u0648 I\u060c \u062f\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0686\u0646\u062f\u06cc\u0646 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u0634\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 SVC (\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0627\u06cc\u0646 \u0644\u0632\u0648\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 SVC \u0628\u0647\u062a\u0631\u06cc\u0646 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0627\u06cc\u062f \u0628\u0633\u062a\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc scikit \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-linenumbers=\"false\">pip install scikit-learn<\/pre>\n\n\n\n\n\n<p style=\"text-align: justify\">\u062f\u0631 \u0642\u0633\u0645\u062a \u0627\u0635\u0644\u06cc \u060c \u0627\u0632 \u0647\u0631 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 SVC \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0645\u062a\u0642\u0627\u0637\u0639 \u06f4 \u0628\u0631\u0627\u0628\u0631\u06cc \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u0632\u0627\u0646 \u062f\u0642\u06cc\u0642 \u0628\u0648\u062f\u0646 \u0645\u062f\u0644 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f \u0648 \u0633\u067e\u0633 \u0645\u062f\u0644 \u0628\u0647 \u06cc\u06a9 \u062f\u0631 \u0642\u0627\u0644\u0628 \u06cc\u06a9 \u067e\u0631\u0648\u0646\u062f\u0647 \u0627\u062f\u0627\u0645\u0647 \u06cc\u0627\u0641\u062a \u062a\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u0628\u062f\u0648\u0646 \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644 \u062f\u06cc\u06af\u0631 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f. \u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u062f\u0627\u0631\u06cc\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0622\u0646 \u0647\u0627 \u0631\u0627 \u062a\u0642\u0633\u06cc\u0645 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 \u060c \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n\n\n\n<p style=\"text-align: justify\">\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u062f\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0634\u0641\u0627\u0641 \u0628\u0648\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0648\u06cc\u0631 \u062e\u06cc\u0644\u06cc \u0628\u0632\u0631\u06af \u0646\u0628\u0627\u0634\u062f\u060c \u0639\u0631\u0636 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06f6\u06f0\u06f0px \u0627\u0646\u062f\u0627\u0632\u0647 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a .<\/p>\n<p>\u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u06a9\u0627\u0645\u0644 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0648\u0628\u0633\u0627\u06cc\u062a \u0632\u06cc\u0631 \u0628\u06cc\u0627\u0628\u06cc\u062f.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/github.com\/andela-foladeji\/License-Plate-Recognition-Nigerian-vehicles\" target=\"_blank\" class=\"shortc-button medium green \" rel=\"noopener\">\u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9<\/a>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f:<\/strong><\/h4>\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/tesla-vision-ai-lane-detection\/\">\u062a\u0633\u0644\u0627 \u0648\u06cc\u0698\u0646 \u0686\u06cc\u0633\u062a \u0648 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062a\u0633\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u062e\u0637\u0648\u0637 \u062c\u0627\u062f\u0647 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/offline-ai-for-mobile\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06af\u0648\u0634\u06cc<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/which-ai-is-working-now\/\">\u06a9\u062f\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0644\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u06a9\u0646\u0647\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-to-find-hidden-spy-cameras-in-hotels\/\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0647\u0627\u06cc \u062c\u0627\u0633\u0648\u0633\u06cc \u062f\u0631 \u0647\u062a\u0644 \u0647\u0627! \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634\u0627\u0646 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-autonomous-vehicles-see-surroundings\/\">\u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0646\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f\u061f<\/a><\/li>\n<\/ul>\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/blog.devcenter.co\/developing-a-license-plate-recognition-system-with-machine-learning-in-python-787833569ccd\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Devcenter<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;5346&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0646\u0627\u0648\u0631\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0637\u0631\u0627\u062d\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0622\u0634\u0646\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645\u061f \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u067e\u0644\u0627\u06a9 \u062e\u0648\u062f\u0631\u0648 \u0627\u0632 \u0645\u0641\u0647\u0648\u0645 \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc&nbsp; \u0646\u0648\u0631\u06cc ( OCR ) &hellip;<\/p>\n","protected":false},"author":11,"featured_media":5396,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22,18,195],"tags":[80,84,147,125,110],"class_list":["post-5346","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-machine-vision","category-edu","category-ml","tag-80","tag-84","tag-147","tag-125","tag-110"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5346","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=5346"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5346\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/5396"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=5346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=5346"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=5346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}