{"id":6610,"date":"2020-04-15T14:46:55","date_gmt":"2020-04-15T10:16:55","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=6610"},"modified":"2020-11-08T10:34:41","modified_gmt":"2020-11-08T07:04:41","slug":"top-open-source-annotation-tools-computer-vision","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/","title":{"rendered":"\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631"},"content":{"rendered":"<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u06f4 \u0627\u0628\u0632\u0627\u0631 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0634\u0645\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0633\u062a\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u06a9\u0627\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u06cc \u0628\u0627\u0634\u06cc\u062f \u060c \u062d\u062a\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u067e\u06cc \u0628\u0631\u062f\u0647 \u0627\u06cc\u062f \u06a9\u0647 \u0628\u062e\u0627\u0637\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u062f\u0644\u06cc\u0644 \u0632\u06cc\u0631 \u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u0631\u06cc\u062f :<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc PoC \u06cc\u0627 R&amp;D<\/li>\n<li>\u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0634\u0645\u0627 \u062a\u0627\u062b\u06cc\u0631\u06cc \u0646\u06af\u0630\u0627\u0631\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0639\u0645\u06cc\u0642\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a\u06cc\u0645 \u06a9\u0647 \u062d\u0641\u0631\u0647 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0648\u062b\u0631 \u067e\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a (\u0627\u06cc\u0646 \u0633\u0647 \u0644\u06cc\u0633\u062a&nbsp; \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f\u061b <a href=\"https:\/\/github.com\/topics\/annotation-tool\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646\u062c\u0627<\/a> \u0648 <a href=\"https:\/\/github.com\/jsbroks\/awesome-dataset-tools\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646\u062c\u0627<\/a> \u0648<a href=\"https:\/\/www.datasetlist.com\/tools\/\" target=\"_blank\" rel=\"noopener noreferrer\"> \u0627\u06cc\u0646\u062c\u0627<\/a> \u0648 \u06cc\u0627 <a href=\"https:\/\/lionbridge.ai\/articles\/image-annotation-tools-for-computer-vision\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646 \u0648\u0628\u0644\u0627\u06af<\/a>) . \u0645\u0627 \u0632\u0645\u0627\u0646\u06cc \u0631\u0627 \u0635\u0631\u0641 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0646\u0648\u06cc\u062f \u0628\u062e\u0634 \u062a\u0631\u06cc\u0646 \u0648 \u0641\u0639\u0627\u0644 \u062a\u0631\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627 \u06a9\u0631\u062f\u06cc\u0645 \u062a\u0627 \u0641\u0647\u0645\u06cc\u062f\u06cc\u0645 \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062a\u0646\u0647\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u06f3 \u0627\u0647\u062f\u0627\u0641 \u0632\u06cc\u0631 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f :<\/p>\n<ol style=\"text-align: justify;\">\n<li>\u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f <strong>\u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc<\/strong> \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631\u06cc \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u06cc\u062f \u060c \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0628\u0647 :<\/li>\n<\/ol>\n<ul style=\"text-align: justify;\">\n<li>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc <strong>\u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0698\u0647<\/strong><\/li>\n<li>\u0645\u0642\u062f\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0647\u0631 \u06a9\u0627\u0631\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f<\/li>\n<li><strong>\u0627\u0628\u0632\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0633\u0627\u0632\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0627\u062b\u06cc\u0631 \u06af\u0630\u0627\u0631\u06cc<\/li>\n<\/ul>\n<ol style=\"text-align: justify;\" start=\"2\">\n<li>\u0627\u06af\u0631 \u062f\u0631 \u06cc\u06a9 <strong>\u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e <\/strong>\u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0628\u0647 :<\/li>\n<\/ol>\n<ul style=\"text-align: justify;\">\n<li>API \u0647\u0627 \u06cc\u0627 \u062d\u062f\u0627\u0642\u0644 \u0631\u0627\u0647 \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc <strong>API<\/strong><strong> \u0647\u0627\u06cc \u062e\u0635\u0648\u0635\u06cc<\/strong><\/li>\n<li><strong>\u06cc\u06a9 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0635\u0631\u06cc<\/strong> (UX) \u062a\u0627 \u0647\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u0642\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u062f .<\/li>\n<\/ul>\n<ol style=\"text-align: justify;\" start=\"3\">\n<li>\u0627\u06af\u0631 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f <strong>\u0634\u063a\u0644\u06cc \u062f\u0627\u0631\u06cc\u062f<\/strong> \u06a9\u0647:<\/li>\n<\/ol>\n<ul style=\"text-align: justify;\">\n<li>API \u0647\u0627 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0698\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0647\u0645\u06cc\u062a\u06cc \u0646\u062f\u0627\u0631\u062f.<\/li>\n<li>\u0641\u0642\u0637 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f <strong>\u0647\u0631 \u0686\u0647 \u0633\u0631\u06cc\u0639 \u062a\u0631 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u06cc\u062f<\/strong>!<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u0645\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0647 \u062c\u0639\u0628\u0647 \u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u0646\u062f\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0627\u062c\u0627\u0632\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0628\u0647 \u0686\u0646\u062f \u0636\u0644\u0639\u06cc \u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062c\u0647\u062a \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0631\u0627 \u0645\u06cc \u062f\u0647\u0646\u062f .<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #0044bf;color:#0044bf\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#%D8%A7%D8%B5%D9%88%D9%84_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%AF%D8%B1_%D8%A8%DB%8C%D9%86%D8%A7%DB%8C%DB%8C_%DA%A9%D8%A7%D9%85%D9%BE%DB%8C%D9%88%D8%AA%D8%B1_%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C\" >\u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B4%D8%B1%DA%A9%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#Computer_Vision_Annotation_Tool_CVAT\" >Computer Vision Annotation Tool (CVAT)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%A7%D8%B1%D8%AA_%D8%A2%D9%BE_%D9%87%D8%A7\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e \u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#Visual_Object_Tagging_Tools_VOTT\" >Visual Object Tagging Tools ( VOTT )<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#DataTurks\" >DataTurks<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B9%DA%A9%D8%B3_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%B4%D8%AE%D8%B5%DB%8C\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0639\u06a9\u0633 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062e\u0635\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#Make-Sense\" >Make-Sense<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/shahaab-co.com\/mag\/programming-tools\/top-open-source-annotation-tools-computer-vision\/#%D9%84%DB%8C%D8%B3%D8%AA_%DA%A9%D9%88%D8%AA%D8%A7%D9%87%DB%8C_%D8%A7%D8%B2_%D8%AF%DB%8C%DA%AF%D8%B1_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%87%D8%A7%DB%8C_%D9%85%D9%81%DB%8C%D8%AF_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C\" >\u0644\u06cc\u0633\u062a \u06a9\u0648\u062a\u0627\u0647\u06cc \u0627\u0632 \u062f\u06cc\u06af\u0631 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0641\u06cc\u062f \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B5%D9%88%D9%84_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%AF%D8%B1_%D8%A8%DB%8C%D9%86%D8%A7%DB%8C%DB%8C_%DA%A9%D8%A7%D9%85%D9%BE%DB%8C%D9%88%D8%AA%D8%B1_%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C\"><\/span><strong>\u0627\u0635\u0648\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u06cc\u0648\u062a\u0631 \u060c \u06f3 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u062a\u0627\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f :<\/p>\n<ol>\n<li style=\"text-align: justify;\"><strong>\u062a\u0635\u0648\u06cc\u0631 + \u0628\u0631\u0686\u0633\u0628<\/strong> \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 <strong>\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u0647\u0627<\/strong> ( <a href=\"https:\/\/arxiv.org\/abs\/1512.03385\" target=\"_blank\" rel=\"noopener noreferrer\">ResNets<\/a> )<\/li>\n<li style=\"text-align: justify;\"><strong>\u06a9\u0627\u062f\u0631 \u0645\u062d\u0635\u0648\u0631 \u06a9\u0646\u0646\u062f\u0647 + \u0628\u0631\u0686\u0633\u0628<\/strong> \u0628\u0631\u0627\u06cc <strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0647\u0627<\/strong> ( <a href=\"https:\/\/towardsdatascience.com\/r-cnn-fast-r-cnn-faster-r-cnn-yolo-object-detection-algorithms-36d53571365e\" target=\"_blank\" rel=\"noopener noreferrer\">YOLOv3, Faster R-CNN\u2026<\/a> )<\/li>\n<li style=\"text-align: justify;\"><strong>\u0686\u0646\u062f \u0636\u0644\u0639\u06cc \u0647\u0627 + \u0628\u0631\u0686\u0633\u0628<\/strong> \u0628\u0631\u0627\u06cc <strong>\u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc<\/strong> ( <a href=\"https:\/\/arxiv.org\/abs\/1703.06870\" target=\"_blank\" rel=\"noopener noreferrer\">Mask R-CNN<\/a> )<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"761\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-1024x761.jpg\" alt=\"\u062a\u0641\u0627\u0648\u062a \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0634\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631\" class=\"wp-image-6615\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-1024x761.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-300x223.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-768x570.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0641\u0627\u0648\u062a-\u0646\u0627\u062d\u06cc\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc-\u0627\u0634\u06cc\u0627-\u062a\u0635\u0648\u06cc\u0631-scaled.jpg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc (\u0631\u0646\u06af \u0622\u0628\u06cc) \u0648 \u062f\u0627\u062f\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc (\u0631\u0646\u06af \u0628\u0646\u0641\u0634)<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0647\u0645\u0686\u0646\u06cc\u0646 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0647 \u0627\u06cc\u062f \u060c \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0627\u062b\u06cc\u0631 \u06af\u0630\u0627\u0631 \u062a\u0631\u06cc\u0646 \u0645\u0648\u0631\u062f \u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u06cc\u06a9 <strong>\u067e\u0631\u0648\u0698\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u062a\u0639\u062f\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f . \u0645\u0646\u0638\u0648\u0631 \u0627\u0632 <strong>\u062f\u0627\u062f\u0647 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a<\/strong> \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 :<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u0627 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062f\u0627\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u0645\u0646\u0627\u0633\u0628 \u062e\u0648\u062f \u0627\u0633\u062a .<\/li>\n<li>\u0647\u0631 \u06a9\u0627\u062f\u0631 \u0645\u062d\u0635\u0648\u0631 \u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627 \u0686\u0646\u062f \u0636\u0644\u0639\u06cc \u0628\u0627 \u062f\u0642\u062a \u060c \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0631\u0627 \u0627\u062d\u0627\u0637\u0647 \u06a9\u0631\u062f\u0647 \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0622\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u062e\u0634\u062f.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u062d\u062a\u06cc \u0627\u06af\u0631 \u0645\u0648\u0631\u062f \u0627\u062e\u06cc\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0637\u0639 \u0641\u0627\u0642\u062f \u0639\u06cc\u0646\u06cc\u062a \u0628\u0627\u0634\u062f \u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062a\u0627&nbsp; \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u0627 \u0628\u0647 \u0633\u0637\u062d \u0627\u062c\u0631\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u062f\u0633\u062a \u0628\u06cc\u0627\u06cc\u0646\u062f . \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u060c \u0645\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0647\u0627\u06cc\u06cc \u062f\u0631 \u0633\u0637\u062d \u0627\u0646\u0633\u0627\u0646\u06cc \u062f\u0627\u0631\u06cc\u0645 .<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B4%D8%B1%DA%A9%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C\"><\/span><strong>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"blogRichText-module--subtitle--3YAKD\"><span class=\"ez-toc-section\" id=\"Computer_Vision_Annotation_Tool_CVAT\"><\/span><strong><a class=\"blogRichText-module--link--10vvo\" href=\"https:\/\/github.com\/opencv\/cvat\" target=\"_blank\" rel=\"noopener noreferrer\">Computer Vision Annotation Tool (CVAT)<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"715\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--1024x715.jpg\" alt=\"\u0627\u0628\u0632\u0627\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 Computer Vision Annotation Tool CVAT\" class=\"wp-image-6618\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--1024x715.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--300x209.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--768x536.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631-Computer-Vision-Annotation-Tool-CVAT--scaled.jpg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u0627\u0628\u0632\u0627\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 ( Computer Vision Annotation Tool \u2013 CVAT )<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062a\u0642\u0631\u06cc\u0628\u0627 \u06f2\u06f0 \u0633\u0627\u0644 \u067e\u0633 \u0627\u0632 \u0645\u0639\u0631\u0641\u06cc <a href=\"https:\/\/shahaab-co.ir\/opencv3-3-contrib-x86-x64\/\" target=\"_blank\" rel=\"noopener noreferrer\">OpenCV<\/a> \u060c Intel \u0628\u0627\u0631 \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a \u06a9\u0631\u062f\u0647 \u0648 CVAT \u0631\u0627 \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc \u06a9\u0646\u062f \u060c \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u06a9\u0627\u0645\u0644 \u0628\u0631\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc .&nbsp; \u0628\u0627 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0632\u0645\u0627\u0646 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u06a9\u0631\u062f\u0646 \u062f\u0627\u0631\u062f \u060c \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u062a\u0639\u062f\u0627\u062f \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f .<\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0642\u0648\u062a :<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong><div class=\"thumbup tie-list-shortcode\"><\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0646\u0635\u0628 \u0648 \u0645\u0642\u06cc\u0627\u0633 \u062f\u0647\u06cc \u0622\u0646 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 Docker \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f .<\/li>\n<li>\u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc <strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc<\/strong> \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f ( \u0627\u0632 \u0642\u0628\u06cc\u0644 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/github.com\/tensorflow\/models\/tree\/master\/research\/object_detection\" target=\"_blank\" rel=\"noopener noreferrer\">TensorFlow Object Detection API<\/a> \u06cc\u0627 Video Interpolation \u0648 &#8230;)<\/li>\n<li>\u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 <strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631 \u06af\u0631\u0648\u0647\u06cc<\/strong> \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0639\u0636\u0627\u06cc \u06cc\u06a9 \u062a\u06cc\u0645 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong><\/div><\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0636\u0639\u0641 :<\/strong><\/p>\n<div class=\"thumbdown tie-list-shortcode\">\n<ul>\n<li>\u0631\u0627\u0628\u0637\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc <strong>\u06a9\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647<\/strong> \u0627\u0633\u062a . \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u062a\u0646\u0638\u06cc\u0645 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u0645\u0634\u06a9\u0644 \u0633\u0627\u0632 \u0628\u0627\u0634\u062f .<\/li>\n<li>\u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0686\u0646\u062f\u0627\u0646 \u0634\u0647\u0648\u062f\u06cc \u0646\u06cc\u0633\u062a\u061b \u0686\u0646\u062f\u06cc\u0646 \u0631\u0648\u0632 \u0632\u0645\u0627\u0646 \u0645\u06cc \u0628\u0631\u062f \u062a\u0627 \u062f\u0631 \u0622\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a \u06a9\u0646\u06cc\u062f .<\/li>\n<li>\u0641\u0642\u0637 \u0628\u0627 Chrome \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06af\u0631 \u0628\u0647 \u0647\u0631 \u062f\u0644\u06cc\u0644\u06cc \u0627\u0632 Google \u0645\u06cc \u062a\u0631\u0633\u06cc\u062f \u06cc\u0627 \u062e\u0648\u0634\u062a\u0627\u0646 \u0646\u0645\u06cc \u0622\u06cc\u062f \u060c \u0631\u0627\u0647 \u062d\u0644\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f &#8230;<\/li>\n<\/ul>\n<\/div>\n<p style=\"text-align: center;\"><a href=\"https:\/\/c.onepanel.io\/onepanel-demo\/projects\/cvat-public-demo\/workspaces\" target=\"_blank\" class=\"shortc-button medium red \" rel=\"noopener\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0645\u0648 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CVAT<\/a>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D8%A7%D8%B1%D8%AA_%D8%A2%D9%BE_%D9%87%D8%A7\"><\/span><strong>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e \u0647\u0627<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Visual_Object_Tagging_Tools_VOTT\"><\/span><a href=\"https:\/\/github.com\/microsoft\/vott\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Visual Object Tagging Tools ( VOTT )<\/strong><\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"656\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--1024x656.jpg\" alt=\"\u0627\u0628\u0632\u0627\u0631 \u0628\u0635\u0631\u06cc \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0646 \u0627\u0634\u06cc\u0627 Visual Object Tagging Tools VOTT )\" class=\"wp-image-6625\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--1024x656.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--300x192.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--768x492.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u0628\u0635\u0631\u06cc-\u0628\u0631\u0686\u0633\u0628-\u0632\u062f\u0646-\u0627\u0634\u06cc\u0627-Visual-Object-Tagging-Tools-VOTT--scaled.jpg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u0627\u0628\u0632\u0627\u0631 \u0628\u0635\u0631\u06cc \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0646 \u0627\u0634\u06cc\u0627 ( Visual Object Tagging Tools &#8211; VOTT )<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">VOTT \u062a\u0648\u0633\u0637 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0648 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u060c \u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0646\u0631\u0698\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u062d\u06cc\u0646 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f . \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0646\u06cc\u0632 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u060c \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0647\u0627\u06cc \u0622\u0646 \u063a\u0631\u0642 \u0634\u0648\u06cc\u062f .<\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0642\u0648\u062a :<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong><div class=\"thumbup tie-list-shortcode\"><\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>\u06a9\u062f \u0648\u0627\u0642\u0639\u0627 <strong>\u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/strong> ( \u062f\u0631 \u0639\u0645\u0644 ) \u0648 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0646 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0648\u0627\u0628\u0639 \u0627\u0636\u0627\u0641\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f .<\/li>\n<li>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u06af\u0641\u062a\u0647 \u0634\u062f <strong>\u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc<\/strong> \u0628\u0627 \u062a\u0645 \u0645\u0634\u06a9\u06cc \u0648 \u062c\u062f\u0648\u0644 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0627\u0631\u062f \u0628\u0633\u06cc\u0627\u0631 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a \u060c \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u060c \u0648\u0627\u0642\u0639\u0627 \u06cc\u0627\u0641\u062a\u0646 \u0627\u06cc\u0646 \u06a9\u0647 \u0627\u0632 \u06a9\u062c\u0627 \u0634\u0631\u0648\u0639 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0627\u062f\u0631 \u0645\u062d\u0635\u0648\u0631 \u06a9\u0646\u0646\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0622\u0633\u0627\u0646 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f . \u0634\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u062e\u062f\u0645\u0627\u062a \u0627\u0641\u0632\u0648\u062f\u0647 \u0628\u0627\u0634\u062f \u0627\u0645\u0627 \u0628\u0627\u0648\u0631 \u06a9\u0646\u06cc\u062f \u0642\u0637\u0639\u0627 \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u062a\u0641\u0627\u0648\u062a \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0632 <strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0647\u0627<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f ( \u0622\u0646 \u0631\u0627 \u0628\u0627 <a href=\"https:\/\/towardsdatascience.com\/review-ssd-single-shot-detector-object-detection-851a94607d11\" target=\"_blank\" rel=\"noopener noreferrer\">SSD<\/a> (Single Shot Detector ) \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u062f\u0631 \u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc COCO \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f )<\/li>\n<li>\u0627\u06cc\u0646 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0648 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc ( \u0646\u0635\u0628\u06cc ) \u0627\u0633\u062a. \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0627\u0632 \u0622\u0646 <strong>\u0628\u0647 \u0635\u0648\u0631\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u062f\u0631 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0647\u0627\u06cc \u0634\u062e\u0635\u06cc<\/strong> \u06cc\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628 \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong><\/div><\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0636\u0639\u0641:<\/strong><\/p>\n<div class=\"thumbdown tie-list-shortcode\">\n<ul>\n<li style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0633\u062e\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u060c \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u062a\u0627 \u062f\u0631 <a href=\"https:\/\/azure.microsoft.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Azure<\/a> \u060c \u0633\u0631\u0648\u06cc\u0633 \u0631\u0627\u06cc\u0627\u0646\u0634 \u0627\u0628\u0631\u06cc \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0622\u067e\u0644\u0648\u062f \u0634\u0648\u0646\u062f. ( \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0646\u0633\u062e\u0647 \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0647\u0627\u0631\u062f \u062f\u06cc\u0633\u06a9 \u0645\u06cc \u062f\u0647\u062f \u0648\u0644\u06cc \u0627\u0628\u062a\u062f\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u062a\u0627 \u0622\u0646 \u0631\u0627 \u0628\u0627 npm \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f)<\/li>\n<li style=\"text-align: justify;\"><strong>\u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0632 <\/strong><strong>API<\/strong><strong> \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u06a9\u0646\u062f .<\/strong> ( \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0646 \u06a9\u062f \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u062a\u0627 API \u0647\u0627\u06cc \u062e\u0635\u0648\u0635\u06cc \u0634\u0645\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0622\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u062f )<\/li>\n<li style=\"text-align: justify;\"><strong>\u0634\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f <\/strong>: \u0634\u0645\u0627 \u0641\u0642\u0637 \u0645\u062c\u0627\u0632 \u0647\u0633\u062a\u06cc\u062f \u062a\u0627 \u06a9\u0627\u062f\u0631 \u0647\u0627\u06cc \u0645\u062d\u0635\u0648\u0631 \u06a9\u0646\u0646\u062f\u0647 \u06cc\u0627 \u0686\u0646\u062f \u0636\u0644\u0639\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u060c \u0631\u0633\u0645 \u06a9\u0646\u06cc\u062f . \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u060c \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a <a href=\"https:\/\/www.clarifai.com\/blog\/classification-vs-detection-vs-segmentation-models-the-differences-between-them-and-how-each-impact-your-results\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc<\/a> \u0645\u0646\u0627\u0633\u0628 \u0646\u06cc\u0633\u062a .<\/li>\n<\/ul>\n<\/div>\n<p style=\"text-align: center;\"><a href=\"https:\/\/vott.z5.web.core.windows.net\/\" target=\"_blank\" class=\"shortc-button medium red \" rel=\"noopener\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u062d\u062a \u0648\u0628 VoTT<\/a>\n<h3><span class=\"ez-toc-section\" id=\"DataTurks\"><\/span><a href=\"https:\/\/github.com\/DataTurks\/DataTurks\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>DataTurks<\/strong><\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"454\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-1024x454.jpg\" alt=\"\u0627\u0628\u0632\u0627\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc DataTurks\" class=\"wp-image-6628\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-1024x454.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-300x133.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-768x341.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-1536x682.jpg 1536w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-DataTurks-scaled.jpg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>DataTurks<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">DataTurks \u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f8 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f \u0648 \u062e\u062f\u0645\u0627\u062a\u06cc \u0646\u0638\u06cc\u0631 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u060c \u0641\u06cc\u0644\u0645 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u062a\u0646 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f . \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0634\u0645\u0627 \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f \u060c \u0634\u0645\u0627 \u0645\u062c\u0628\u0648\u0631 \u0628\u0647 \u067e\u0631\u062f\u0627\u062e\u062a \u0647\u0632\u06cc\u0646\u0647 \u0622\u0646 \u0628\u0648\u062f\u06cc\u062f . ( \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0642\u0636\u06cc\u0647 \u0645\u0631\u0628\u0648\u0637 \u0627\u0633\u062a \u06a9\u0647 Walmart \u062f\u0631 \u0641\u0628\u0631\u06cc\u0647 \u06f2\u06f0\u06f1\u06f9 \u0622\u0646 \u0631\u0627 \u062e\u0631\u06cc\u062f\u0627\u0631\u06cc \u06a9\u0631\u062f )<\/p>\n<p style=\"text-align: justify;\">&nbsp;\u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0647\u060c \u0622\u0646 \u0647\u0627 \u0627\u0632 \u0622\u0646 \u0632\u0645\u0627\u0646 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u0646\u06a9\u0631\u062f\u0646\u062f \u0648 \u062d\u062a\u06cc \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u06cc\u062f \u06a9\u0647 \u0645\u062a\u0648\u0642\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u06cc\u06a9 <strong>\u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0648 \u0627\u06a9\u0646\u0648\u0646 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0627\u0633\u062a<\/strong> !<\/p>\n<blockquote>\n<p style=\"text-align: justify;\"><strong>&#8220;\u0648\u0642\u062a\u06cc \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0628\u0647 \u0647\u06cc\u0686 \u0646\u0648\u0634\u062a\u0647 \u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062c\u0648\u0632 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u062d\u062f\u0648\u062f \u0628\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u063a\u06cc\u0631\u062a\u062c\u0627\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u0645\u06a9\u0627\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u062a\u0648\u062c\u0647 \u0646\u06a9\u0646\u06cc\u062f. <\/strong><strong>Dataturks<\/strong> <strong>\u0627\u06a9\u0646\u0648\u0646 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0627\u0633\u062a \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u06a9\u0644\u06cc\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f (\u0645\u0627 \u0622\u0646 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645)&#8221;<\/strong><\/p>\n<\/blockquote>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0642\u0648\u062a :<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong><div class=\"thumbup tie-list-shortcode\"><\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 CVAT \u060c \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u0627\u0633\u062a \u0648 \u062f\u0631 <strong>Docker<\/strong> \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0628\u0627\u0634\u062f .<\/li>\n<li><strong>\u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u06a9\u0627\u0631 \u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9 \u0648 \u063a\u06cc\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0646\u062c\u0627\u0645 \u06af\u06cc\u0631\u062f<\/strong> : \u062f\u0648 \u0647\u0645 \u062a\u06cc\u0645\u06cc \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0634\u0627\u0628\u0647\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc \u06a9\u0646\u0646\u062f .<\/li>\n<li><strong>API<\/strong> \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648 \u06af\u0631\u0641\u062a\u0646 \u06a9\u0627\u0631\u0647\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u062f\u0647\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong><\/div><\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0636\u0639\u0641 :<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong><div class=\"thumbdown tie-list-shortcode\"><\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f DataTurk <strong>\u062f\u06cc\u06af\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062d\u0635\u0648\u0644 \u062e\u0648\u062f \u06a9\u0627\u0631 \u0646\u0645\u06cc \u06a9\u0646\u062f<\/strong> .<\/li>\n<li>\u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062e\u0648\u0628 \u0627\u0633\u062a \u0627\u0645\u0627 \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0632\u0626\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0633\u062a \u0622\u0646 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u062a\u0631 \u06a9\u0646\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong><\/div><\/strong><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/dataturks.com\/projects\/Dataturks\" target=\"_blank\" class=\"shortc-button medium red \" rel=\"noopener\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0645\u0648 \u0622\u0646\u0644\u0627\u06cc\u0646 DataTurks<\/a>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D8%A8%D8%B1%DA%86%D8%B3%D8%A8_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%B9%DA%A9%D8%B3_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%B4%D8%AE%D8%B5%DB%8C\"><\/span><strong>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0639\u06a9\u0633 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062e\u0635\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"blogRichText-module--subtitle--3YAKD\"><span class=\"ez-toc-section\" id=\"Make-Sense\"><\/span><a class=\"blogRichText-module--link--10vvo\" href=\"https:\/\/www.makesense.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Make-Sense<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"565\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-MakeSense-1024x565.jpg\" alt=\"\u0627\u0628\u0632\u0627\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc MakeSense\" class=\"wp-image-6630\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-MakeSense-1024x565.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-MakeSense-300x166.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-MakeSense-768x424.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0627\u0628\u0632\u0627\u0631-\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-MakeSense-scaled.jpg 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>MakeSense.ai<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">Make\u2013Sense \u062a\u0646\u0647\u0627 \u0686\u0646\u062f \u0645\u0627\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a ( \u062f\u0631 \u0645\u0627\u0647 \u0698\u0648\u0626\u0646 \u06f2\u06f0\u06f1\u06f9 ) \u0648 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062f\u0627\u0631\u0627\u06cc \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a . <strong>\u0622\u063a\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062a\u0627 \u0628\u0647 \u062d\u0627\u0644 \u0627\u06cc\u0646\u0642\u062f\u0631 \u0633\u0631\u06cc\u0639 \u0646\u0628\u0648\u062f\u0647 \u0627\u0633\u062a<\/strong> !&nbsp; \u0628\u0647 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0628\u0631\u0648\u06cc\u062f \u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u062c\u0627\u06cc \u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u06cc\u062f .<\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0642\u0648\u062a :<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong><div class=\"thumbup tie-list-shortcode\"><\/strong><\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0633\u0631\u06cc\u0639 \u060c \u062a\u0627\u062b\u06cc\u0631 \u06af\u0630\u0627\u0631 \u0648 \u0627\u0632 \u0647\u0645\u0647 \u0645\u0647\u0645 \u062a\u0631 \u060c <strong>\u0622\u0633\u0627\u0646<\/strong> !<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0639\u0627\u0644\u06cc<\/strong><\/li>\n<li>\u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u06a9\u0633 \u0647\u0627\u06cc \u0634\u062e\u0635\u06cc \u062e\u0648\u062f \u0646\u06af\u0631\u0627\u0646 \u0646\u0628\u0627\u0634\u06cc\u062f \u0686\u0631\u0627 \u06a9\u0647 \u0645\u06cc \u06af\u0648\u06cc\u0646\u062f : \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u062c\u0627\u06cc\u06cc \u0646\u0645\u06cc \u0641\u0631\u0633\u062a\u06cc\u0645 \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0647\u0645 \u0646\u0645\u06cc \u0634\u0648\u0646\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong><\/div><\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>\u0646\u0642\u0627\u0637 \u0636\u0639\u0641 :<\/strong><\/p>\n<p style=\"text-align: justify;\"><div class=\"thumbdown tie-list-shortcode\">\n<ul style=\"text-align: justify;\">\n<li>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0647\u0631 \u06af\u0648\u0646\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0698\u0647 \u0627\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0646\u0645\u06cc \u06a9\u0646\u062f .<\/li>\n<li>\u0647\u06cc\u0686 \u06af\u0648\u0646\u0647 API \u0631\u0627 \u0646\u06cc\u0632 \u0641\u0631\u0627\u0647\u0645 \u0646\u0645\u06cc \u06a9\u0646\u062f .<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><\/div>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.makesense.ai\/\" target=\"_blank\" class=\"shortc-button medium red \" rel=\"noopener\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc MakeSense<\/a>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%84%DB%8C%D8%B3%D8%AA_%DA%A9%D9%88%D8%AA%D8%A7%D9%87%DB%8C_%D8%A7%D8%B2_%D8%AF%DB%8C%DA%AF%D8%B1_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1_%D9%87%D8%A7%DB%8C_%D9%85%D9%81%DB%8C%D8%AF_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C\"><\/span>\u0644\u06cc\u0633\u062a \u06a9\u0648\u062a\u0627\u0647\u06cc \u0627\u0632 \u062f\u06cc\u06af\u0631 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0641\u06cc\u062f \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/www.robots.ox.ac.uk\/~vgg\/software\/via\/\" target=\"_blank\" rel=\"noopener noreferrer\">VGG Image Annotator ( VIA )<\/a><\/li>\n<li>LabelMe \u06a9\u0647 \u062a\u0648\u0633\u0637 MIT \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0622\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0622\u0646\u0644\u0627\u06cc\u0646 \u0628\u0647<a href=\"http:\/\/labelme.csail.mit.edu\/Release3.0\/\" target=\"_blank\" rel=\"noopener noreferrer\"> \u0627\u06cc\u0646\u062c\u0627<\/a> \u0648 \u0628\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0647<a href=\"https:\/\/github.com\/wkentaro\/labelme\" target=\"_blank\" rel=\"noopener noreferrer\"> \u0627\u06cc\u0646\u062c\u0627<\/a> \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<li><a href=\"https:\/\/github.com\/jsbroks\/coco-annotator\" target=\"_blank\" rel=\"noopener noreferrer\">Coco-Annotator<\/a> \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u06a9\u0647 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u06a9\u0627\u0645\u0644\u06cc \u062f\u0627\u0631\u062f \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b \u062c\u062f\u06cc\u062f \u0627\u0633\u062a ( \u0633\u06cc\u0633\u062a\u0645 \u062a\u0623\u06cc\u06cc\u062f \u0627\u0639\u062a\u0628\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631 \u060c \u0646\u0642\u0627\u0637 \u0627\u0646\u062a\u0647\u0627\u06cc\u06cc API ).<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0646 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0646\u06cc\u0627\u0632 \u0647\u0627\u06cc \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u062f \u0648 \u062f\u0631 \u0635\u0648\u0631\u062a \u06cc\u0627\u0641\u062a\u0646 \u0645\u0648\u0627\u0631\u062f \u0628\u0647\u062a\u0631 \u062f\u0631 \u0627\u0638\u0647\u0627\u0631 \u0646\u0638\u0631 \u062e\u0648\u062f \u062f\u0631\u06cc\u063a \u0646\u06a9\u0646\u06cc\u062f.<\/p>\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=\"#\" target=\"_blank\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/www.sicara.ai\/blog\/2019-09-01-top-five-open-source-annotation-tools-computer-vision\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">SICARA<\/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;6610&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;\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631&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 \u0645\u0642\u0627\u0644\u0647 \u06f4 \u0627\u0628\u0632\u0627\u0631 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u06a9\u0645\u06a9 \u06a9\u0646\u062f. \u0627\u06af\u0631 \u0634\u0645\u0627 \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0633\u062a\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u06a9\u0627\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u06cc \u0628\u0627\u0634\u06cc\u062f \u060c \u062d\u062a\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u067e\u06cc \u0628\u0631\u062f\u0647 \u0627\u06cc\u062f \u06a9\u0647 \u0628\u062e\u0627\u0637\u0631 \u06cc\u06a9\u06cc &hellip;<\/p>\n","protected":false},"author":7,"featured_media":6637,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[21,17],"tags":[221,220,225,224,223,219,107,100,204,222],"class_list":["post-6610","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-programming-tools","category-tech","tag-annotation","tag-segmentation","tag-tensorflow","tag-vgg","tag-yolo","tag-219","tag-107","tag-100","tag-204","tag-222"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/6610","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\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=6610"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/6610\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/6637"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=6610"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=6610"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=6610"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}