{"id":44396,"date":"2023-11-29T20:38:01","date_gmt":"2023-11-29T17:08:01","guid":{"rendered":"https:\/\/quera.org\/blog\/?p=44396"},"modified":"2024-11-18T15:02:12","modified_gmt":"2024-11-18T11:32:12","slug":"what-is-image-processing","status":"publish","type":"post","link":"https:\/\/quera.org\/blog\/what-is-image-processing\/","title":{"rendered":"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f\u061f"},"content":{"rendered":"\n<p><a href=\"https:\/\/quera.org\/blog\/what-is-deep-learning\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a> (Deep Learning | DL) \u0637\u06cc \u0633\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0627\u062b\u0631\u06cc \u0634\u06af\u0631\u0641 \u0631\u0648\u06cc \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06af\u0630\u0627\u0634\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0627\u0639\u062b \u0634\u062f\u0647 \u0645\u0628\u0627\u062d\u062b\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u00bb \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0647\u0631 \u0632\u0645\u0627\u0646 \u062f\u06cc\u06af\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f. \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u062a\u0648\u0645\u0628\u06cc\u0644\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646\u060c \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u06a9\u0631\u062f\u0647\u060c\u200c \u0627\u0645\u0627 \u062f\u0631 \u063a\u0627\u06cc\u06cc\u200c\u062a\u0631\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u062e\u0648\u062f \u0628\u0647 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (Deep Learning | DL) \u0637\u06cc \u0633\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0627\u062b\u0631\u06cc \u0634\u06af\u0631\u0641 \u0631\u0648\u06cc \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06af\u0630\u0627\u0634\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0627\u0639\u062b \u0634\u062f\u0647 \u0645\u0628\u0627\u062d\u062b\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u00bb \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0647\u0631 \u0632\u0645\u0627\u0646 \u062f\u06cc\u06af\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f. <\/p>\n\n\n\n<p>\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u062a\u0648\u0645\u0628\u06cc\u0644\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646\u060c \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u06a9\u0631\u062f\u0647\u060c\u200c \u0627\u0645\u0627 \u062f\u0631 \u063a\u0627\u06cc\u06cc\u200c\u062a\u0631\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u062e\u0648\u062f \u0628\u0647 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0628\u0647 \u0646\u0627\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0627 \u06a9\u0648\u0626\u0631\u0627 \u0628\u0644\u0627\u06af \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f \u062a\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f \u0648 \u0686\u0631\u0627 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f <a href=\"https:\/\/quera.org\/college\/landpage\/machine-learning\">\u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0636\u0631\u0648\u0631\u06cc\u200c\u062a\u0631 \u0627\u0632 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0627\u0634\u062f.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/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: #999;color:#999\" 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 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\u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/quera.org\/blog\/what-is-image-processing\/#%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u06a9\u0627\u0631\u0628\u0631\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/quera.org\/blog\/what-is-image-processing\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%B2%D8%A8%D8%A7%D9%86%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87%E2%80%8C%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/quera.org\/blog\/what-is-image-processing\/#%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%A9%D9%87_%D8%A8%D8%A7%DB%8C%D8%AF_%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C%D8%AF\" >\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0634\u0646\u0627\u0633\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/quera.org\/blog\/what-is-image-processing\/#%D8%AC%D9%85%D8%B9%E2%80%8C%D8%A8%D9%86%D8%AF%DB%8C_%D9%88_%D9%BE%D8%A7%D8%B3%D8%AE_%D8%A8%D9%87_%D8%B3%D9%88%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\" >\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0648 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D9%88_%DA%86%D9%87_%D8%A7%D9%86%D9%88%D8%A7%D8%B9%DB%8C_%D8%AF%D8%A7%D8%B1%D8%AF%D8%9F\"><\/span>\u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u0627\u0646\u0648\u0627\u0639\u06cc \u062f\u0627\u0631\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062a\u0627\u0628\u0639\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc &#8211; \u0628\u0647 \u0634\u06a9\u0644 F(x,y) &#8211; \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0631\u062f \u0648 x \u0648 y \u0646\u0642\u0634 \u0645\u062e\u062a\u0635\u0627\u062a \u0641\u0636\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631\u060c \u062f\u0627\u0645\u0646\u0647 F \u062a\u0639\u06cc\u06cc\u0646\u200c\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u062e\u062a\u0635\u0627\u062a\u06cc\u060c \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 \u0634\u062f\u062a \u06cc\u0627 Intensity \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u0622\u0646 \u0644\u062d\u0638\u0647 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 x \u0648 y \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 F \u0645\u062a\u0646\u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0647 \u0646\u062a\u06cc\u062c\u0647 \u06a9\u0627\u0631 \u00ab\u062a\u0635\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u00bb \u0645\u06cc\u200c\u06af\u0648\u06cc\u06cc\u0645.<\/p>\n\n\n\n<p>\u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0631\u0627\u06cc\u0647\u200c\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u0622\u0648\u0631\u062f \u06a9\u0647 \u0633\u062a\u0648\u0646\u200c\u0647\u0627 \u0648 \u0631\u062f\u06cc\u0641\u200c\u0647\u0627\u06cc \u0622\u0646 \u0628\u0647 \u0634\u06a9\u0644 \u0645\u0634\u062e\u0635\u06cc \u0686\u06cc\u062f\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n\n\n\n<p>\u062a\u0635\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0632 \u0639\u0646\u0627\u0635\u0631\u06cc \u0645\u062a\u0646\u0647\u0627\u0647\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0648 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0639\u0646\u0627\u0635\u0631\u060c \u0645\u0642\u062f\u0627\u0631\u06cc \u0645\u0634\u062e\u0635 \u062f\u0631 \u0646\u0642\u0637\u0647\u200c\u0627\u06cc \u0645\u0634\u062e\u0635 \u062f\u0627\u0631\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u0627\u06cc\u0646 \u0639\u0646\u0627\u0635\u0631 \u0628\u0627 \u0646\u0627\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0646\u0627\u0645 \u0628\u0631\u0627\u06cc \u0622\u0646\u200c\u0647\u0627\u060c \u00ab\u067e\u06cc\u06a9\u0633\u0644\u00bb \u0627\u0633\u062a. <\/p>\n\n\n\n<p> \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0633\u062a\u0647 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0622\u0646 (\u067e\u0647\u0646\u0627 \u0648 \u0627\u0631\u062a\u0641\u0627\u0639)\u060c \u0627\u0628\u0639\u0627\u062f\u06cc \u0645\u0634\u062e\u0635 \u062f\u0627\u0631\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0627\u06af\u0631 \u0627\u0628\u0639\u0627\u062f \u062a\u0635\u0648\u06cc\u0631 \u0645\u0627 500&#215;400 \u0628\u0627\u0634\u062f\u060c \u062f\u0631 \u0648\u0627\u0642\u0639 \u0627\u0632 \u06f2\u06f0\u06f0 \u0647\u0632\u0627\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-in-2d-pixel.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-44515\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-in-2d-pixel.jpg 300w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-in-2d-pixel-150x150.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div>\n\n\n<p>\u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0635\u0648\u06cc\u0631 \u062f\u0648\u062f\u0648\u06cc\u06cc (Binary Image)<\/strong>: \u0647\u0645\u0627\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0632 \u0646\u0627\u0645 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u062a\u0635\u0648\u06cc\u0631 \u067e\u06cc\u062f\u0627\u0633\u062a\u060c \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0646\u0647\u0627 \u062d\u0627\u0648\u06cc \u062f\u0648 \u0646\u0648\u0639 \u067e\u06cc\u06a9\u0633\u0644 (\u06f0 \u0648 \u06f1) \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0639\u062f\u062f \u06f0 \u0645\u062a\u0639\u0644\u0642 \u0628\u0647 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc \u0633\u06cc\u0627\u0647 \u0627\u0633\u062a \u0648 \u0639\u062f\u062f \u06f1 \u0645\u062a\u0639\u0644\u0642 \u0628\u0647 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc \u0633\u0641\u06cc\u062f. \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627 \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u00ab\u0645\u0648\u0646\u0648\u06a9\u0631\u0648\u0645\u00bb (Monochrome) \u0647\u0645 \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u062a\u0635\u0648\u06cc\u0631 \u0633\u06cc\u0627\u0647 \u0648 \u0633\u0641\u06cc\u062f<\/strong>: \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0635\u0631\u0641\u0627 \u062f\u0631\u0628\u0631\u06af\u06cc\u0631\u0646\u062f\u0647 \u0631\u0646\u06af\u200c\u0647\u0627\u06cc \u0633\u06cc\u0627\u0647 \u0648 \u0633\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f\u060c \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 Black and White Image \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0641\u0631\u0645\u062a 8bit COLOR<\/strong>: \u0627\u06cc\u0646 \u0645\u0634\u0647\u0648\u0631\u062a\u0631\u06cc\u0646 \u0641\u0631\u0645\u062a \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u06f2\u06f5\u06f6 \u0633\u0627\u06cc\u0647 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0631\u0646\u06af\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062e\u0648\u062f \u062c\u0627\u06cc \u062f\u0627\u062f\u0647 \u0648 \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 \u00ab\u062a\u0635\u0648\u06cc\u0631 \u062f\u0631\u062c\u0647 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc\u00bb (Grayscale Image) \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a\u060c \u06f0 \u0646\u0645\u0627\u06cc\u0627\u0646\u06af\u0631 \u0631\u0646\u06af \u0633\u0641\u06cc\u062f \u0627\u0633\u062a\u060c \u06f2\u06f5\u06f5 \u0646\u0645\u0627\u06cc\u0627\u0646\u06af\u0631 \u0633\u0641\u06cc\u062f \u0648 \u06f1\u06f2\u06f7 \u0647\u0645 \u0646\u0645\u0627\u06cc\u0627\u0646\u06af\u0631 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc. <\/li>\n\n\n\n<li><strong>\u0641\u0631\u0645\u062a 16bit COLOR<\/strong>: \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u0647\u0645 \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0646\u06af\u06cc \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062d\u0627\u0648\u06cc \u06f6\u06f5\u06f5\u06f3\u06f6 \u0631\u0646\u06af \u0645\u062e\u062a\u0644\u0641 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u06a9\u0647 \u0628\u0647 \u0646\u0627\u0645 \u00abHigh Color Format\u00bb \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u062a\u0648\u0632\u06cc\u0639 \u0631\u0646\u06af\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0628\u0627 \u062a\u0635\u0648\u06cc\u0631 Grayscale \u062f\u0627\u0631\u062f. <\/li>\n<\/ul>\n\n\n\n<p>\u0646\u0627\u06af\u0641\u062a\u0647 \u0646\u0645\u0627\u0646\u062f \u06a9\u0647 \u0641\u0631\u0645\u062a \u06f1\u06f6 \u0628\u06cc\u062a\u06cc \u062e\u0648\u062f \u0628\u0647 \u0633\u0647 \u0641\u0631\u0645\u062a \u062e\u0631\u062f\u062a\u0631 \u0646\u06cc\u0632 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u00ab\u0642\u0631\u0645\u0632\u00bb (Red)\u060c \u00ab\u0633\u0628\u0632\u00bb (Green) \u0648 \u00ab\u0622\u0628\u06cc\u00bb (Blue) \u0647\u0633\u062a\u0646\u062f \u0648 \u0641\u0631\u0645\u062a \u0645\u0639\u0631\u0648\u0641 RGB \u0631\u0627 \u067e\u062f\u06cc\u062f \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f. <\/p>\n\n\n\n<p>\u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0631\u0627\u062c\u0639 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u0635\u062d\u0628\u062a \u06a9\u0631\u062f\u06cc\u0645 \u0646\u06cc\u0632 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0631\u062c\u0647 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u06cc\u0627 Grayscale<\/strong>: \u0686\u0646\u06cc\u0646 \u067e\u06cc\u06a9\u0633\u0644\u06cc\u060c \u06cc\u06a9 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d \u0628\u0627 \u0645\u0642\u062f\u0627\u0631\u06cc \u0628\u06cc\u0646 \u06f0 \u062a\u0627 \u06f2\u06f5\u06f5 \u0627\u0633\u062a (\u06f0 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0633\u06cc\u0627\u0647 \u0645\u0637\u0644\u0642 \u0627\u0633\u062a \u0648 \u06f2\u06f5\u06f5 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0633\u0641\u06cc\u062f \u0645\u0637\u0644\u0642). <\/li>\n\n\n\n<li><strong>RGB<\/strong>: \u0686\u0646\u06cc\u0646 \u067e\u06cc\u06a9\u0633\u0644\u06cc \u0627\u0632 \u06f3 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d \u0628\u06cc\u0646 \u06f0 \u062a\u0627 \u06f2\u06f5\u06f5 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a (\u0648 \u0627\u06cc\u0646 \u0627\u0639\u062f\u0627\u062f \u0646\u0645\u0627\u06cc\u0627\u0646\u06af\u0631 \u0634\u062f\u062a \u0633\u0647 \u0631\u0646\u06af \u0642\u0631\u0645\u0632 \u06cc\u0627 Red\u060c \u0633\u0628\u0632 \u06cc\u0627 Green \u0648 \u0622\u0628\u06cc \u06cc\u0627 Blue \u0647\u0633\u062a\u0646\u062f).<\/li>\n\n\n\n<li><strong>RGBA<\/strong>: \u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0633\u0644 \u0631\u0627 \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc RGB \u0628\u0647 \u062d\u0633\u0627\u0628 \u0622\u0648\u0631\u062f \u06a9\u0647 \u06cc\u06a9 \u06a9\u0627\u0646\u0627\u0644 \u0622\u0644\u0641\u0627\u06cc \u0627\u0636\u0627\u0641\u0647 \u062f\u0627\u0631\u062f \u0648 \u0645\u06cc\u0632\u0627\u0646 \u06a9\u062f\u0648\u0631\u062a (Opacity) \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"370\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/changing-alpha-parameter-in-rgba.jpg\" alt=\"\u062a\u0635\u0648\u06cc\u0631 RGBA\" class=\"wp-image-44512\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/changing-alpha-parameter-in-rgba.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/changing-alpha-parameter-in-rgba-300x185.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u0645\u062b\u0627\u0644\u06cc \u0627\u0632 \u062a\u063a\u06cc\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0622\u0644\u0641\u0627 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 RGBA<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0645\u062a\u0648\u0627\u0644\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0631\u0648\u0646 \u0647\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u067e\u0631\u062f\u0627\u0632\u0634\u06af\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0646\u062e\u0633\u062a\u06cc\u0646 \u062a\u0648\u0627\u0644\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627 \u0631\u0627 \u0631\u0648\u06cc \u062a\u06a9\u200c\u062a\u06a9 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627 \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0628\u0631\u062f \u0648 \u0633\u067e\u0633 \u0647\u0645\u06cc\u0646 \u0631\u0648\u06cc\u0647 \u0631\u0627 \u0628\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0642\u062f\u0627\u0631 \u062e\u0631\u0648\u062c\u06cc \u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627 \u0631\u0627 \u0646\u06cc\u0632 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631\u0648\u0646 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0631\u062f. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/ai-roadmap\/\">\u0646\u0642\u0634\u0647 \u0631\u0627\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u2013 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f3 \u0648 \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D9%88_%DA%86%D9%87_%D8%A7%D9%86%D9%88%D8%A7%D8%B9%DB%8C_%D8%AF%D8%A7%D8%B1%D8%AF%D8%9F\"><\/span>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u0627\u0646\u0648\u0627\u0639\u06cc \u062f\u0627\u0631\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u062f\u0631 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0641\u0631\u0645 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u06cc \u062f\u0631\u0622\u0648\u0631\u06cc\u0645 \u0648 \u0633\u067e\u0633 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646\u200c\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631\u0645\u0627\u0646 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u0646\u062f. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0686\u0634\u0645 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627 \u0648 \u062a\u0648\u0627\u0628\u0639\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc &#8211; \u0628\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 F(x,y) &#8211; \u0646\u06af\u0627\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 x \u0648 y\u060c \u0645\u062e\u062a\u0635\u0627\u062a \u0641\u0636\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"439\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/typical-image-processing-operations.jpg\" alt=\"\u0628\u0631\u062e\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\" class=\"wp-image-44514\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/typical-image-processing-operations.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/typical-image-processing-operations-300x220.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u0628\u0631\u062e\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0644\u06cc \u06f5 \u0646\u0648\u0639 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc (Visualization)<\/strong>: \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0633\u0648\u0698\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0634\u0647\u0648\u062f \u0646\u06cc\u0633\u062a\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 (Recognition)<\/strong>: \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0646 \u06cc\u0627 \u062a\u0645\u06cc\u0632 \u062f\u0627\u062f\u0646 \u0627\u062c\u0632\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n\n\n\n<li><strong>\u0634\u0641\u0627\u0641\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u062d\u06cc\u0627 (Sharpening and Restoration)<\/strong>: \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc. <\/li>\n\n\n\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u0627\u0644\u06af\u0648 (Pattern Recognition)<\/strong>: \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0631\u0648\u0646 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n\n\n\n<li><strong>\u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (Retrieval)<\/strong>: \u062c\u0633\u062a\u062c\u0648\u06cc \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633\u200c\u0647\u0627\u06cc\u06cc \u0628\u0632\u0631\u06af \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0634\u0628\u0627\u0647\u062a \u062f\u0627\u0631\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0634\u0627\u06cc\u062f \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0627\u0634\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/what-is-deep-learning\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06cc\u0633\u062a\u061f \u0628\u0627 Deep Learning \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%D9%85%D9%88%D8%B1%D8%AF_%D9%86%DB%8C%D8%A7%D8%B2_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0627\u062c\u0632\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0641\u0627\u0631\u063a \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u06a9\u062f\u0627\u0645\u200c\u06cc\u06a9 \u0627\u0632 \u0627\u0647\u062f\u0627\u0641 \u0628\u0627\u0644\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0647\u0645\u0648\u0627\u0631\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u062c\u0632\u0627\u06cc \u0645\u0634\u062e\u0635\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u0631\u062f \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a \u06a9\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0622\u0648\u0631\u062f\u0647\u200c\u0627\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/strong>: \u062a\u0645\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062f\u0627\u0631\u0646\u062f\u060c \u0686\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0634\u062e\u0635\u06cc \u0648 \u062e\u0627\u0646\u06af\u06cc \u0648 \u0686\u0647 \u06cc\u06a9 \u0627\u0628\u0631\u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631. \u06af\u0627\u0647\u06cc \u0627\u0632 \u0627\u0648\u0642\u0627\u062a \u0647\u0645 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0627\u0645\u0644\u0627 \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0628\u0627 \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0628\u0647 \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u06cc \u0645\u0634\u062e\u0635 \u062f\u0633\u062a \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f. <\/li>\n\n\n\n<li><strong>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u062e\u0635\u0635\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631<\/strong>: \u0686\u0646\u06cc\u0646 \u0642\u0637\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u062f\u06cc\u062c\u06cc\u062a\u0627\u06cc\u0632\u0631 (Digitizer) \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0634\u062f\u0647 \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u062f. \u0645\u062b\u0644\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0647 \u0648\u0627\u062d\u062f \u0645\u062d\u0627\u0633\u0628\u0647 \u0648 \u0645\u0646\u0637\u0642 (Arithmetic Logic UNIT | ALU) \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0645\u0646\u0637\u0642\u06cc \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0647\u0645\u0632\u0645\u0627\u0646 \u0631\u0648\u06cc \u062a\u0645\u0627\u0645 \u062a\u0635\u0648\u06cc\u0631 \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0628\u0631\u062f. <\/li>\n\n\n\n<li><strong>\u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646<\/strong>: \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0644\u0627\u0646 \u0633\u0647 \u0646\u0648\u0639 \u062d\u0627\u0641\u0638\u0647 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u06cc\u0645 &#8211; \u062d\u0627\u0641\u0638\u0647\u200c\u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0645\u062f\u062a\u060c \u062d\u0627\u0641\u0638\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u062d\u0627\u0641\u0638\u0647\u200c\u0647\u0627\u06cc \u0622\u0631\u0634\u06cc\u0648\u06cc. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/what-is-image-Processing.jpg\" alt=\"\u062a\u062c\u0647\u06cc\u0632\u0627\u062a Image Processing\" class=\"wp-image-44506\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/what-is-image-Processing.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/what-is-image-Processing-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc \u062f\u0648\u0631\u0628\u06cc\u0646<\/strong>: \u0648\u0638\u06cc\u0641\u0647 \u0627\u0635\u0644\u06cc \u0633\u0646\u0633\u0648\u0631 \u062f\u0648\u0631\u0628\u06cc\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0648\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0627\u0644\u06a9\u062a\u0631\u06cc\u06a9\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0633\u067e\u0633 \u0645\u0648\u0631\u062f \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0622\u0646 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0642\u0637\u0639\u0627\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u062f\u0648\u0631\u0628\u06cc\u0646\u200c\u0647\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0648 \u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f CCD \u0648 CMOS \u062b\u0628\u062a \u0648 \u0636\u0628\u0637 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062f\u0631 \u0645\u062c\u0645\u0648\u0639 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0647 \u062f\u0648 \u0642\u0637\u0639\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u062a\u0627 \u062b\u0628\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0628\u0647 \u062e\u0648\u0628\u06cc \u067e\u06cc\u0634 \u0628\u0631\u0648\u062f. \u0646\u062e\u0633\u062a\u06cc\u0646 \u0645\u0648\u0631\u062f \u062e\u0648\u062f \u0633\u0646\u0633\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u0631\u0698\u06cc \u0633\u0627\u0637\u0639\u200c\u0634\u062f\u0647 \u0627\u0632 \u0633\u0648\u0698\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0634\u0648\u062f \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0648\u0631\u062f \u062f\u0648\u0645 \u0647\u0645 \u062f\u06cc\u062c\u06cc\u062a\u0627\u06cc\u0632\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0633\u0646\u0633\u0648\u0631 \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0631\u0645\u06cc\u200c\u0622\u0648\u0631\u062f. <\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u06cc\u0634\u06af\u0631 \u062a\u0635\u0648\u06cc\u0631<\/strong>: \u062e\u06cc\u0644\u06cc \u0633\u0627\u062f\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0631\u0645\u06cc\u200c\u0622\u0648\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631<\/strong>: \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u0647\u0627\u0631\u062f\u06a9\u067e\u06cc (Hardcopy)<\/strong>: \u067e\u0631\u06cc\u0646\u062a\u0631\u0647\u0627\u06cc \u0644\u06cc\u0632\u0631\u06cc\u060c \u0641\u06cc\u0644\u0645\u200c\u0647\u0627\u06cc \u062f\u0648\u0631\u0628\u06cc\u0646\u060c \u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u062d\u0633\u0627\u0633 \u0628\u0647 \u062d\u0631\u0627\u0631\u062a\u060c \u067e\u0631\u06cc\u0646\u062a\u0631\u0647\u0627\u06cc \u062c\u0648\u0647\u0631\u06cc \u0648 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0627\u0646\u0646\u062f \u062f\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc CDROM \u0648 \u0646\u0648\u0631\u06cc\u060c \u062a\u0646\u0647\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0686\u0646\u06cc\u0646 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647<\/strong>: \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u0635\u0631\u06cc \u0631\u0627 \u0645\u06cc\u0627\u0646 \u0634\u0628\u06a9\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u062c\u0627\u0628\u0647\u200c\u062c\u0627 \u06a9\u0631\u062f\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0686\u0646\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u06cc\u062f. \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0641\u0627\u06a9\u062a\u0648\u0631 \u062f\u0631 \u0645\u062e\u0627\u0628\u0631\u0647 \u062a\u0635\u0648\u06cc\u0631\u060c \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f (Bandwidth) \u0627\u0633\u062a\u060c \u0686\u0631\u0627 \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631\u06cc \u06a9\u0644\u0627\u0646 \u0627\u0632 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u0646\u062f. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D9%86%DB%8C%D8%A7%D8%AF%DB%8C%D9%86_%D8%AF%D8%B1_%D9%81%D8%B1%D8%A7%DB%8C%D9%86%D8%AF_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc\u0646 \u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u0639\u0645\u0648\u0644\u0627 \u06af\u0627\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u0634\u062e\u0635 \u0637\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u06a9\u0647 \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u062f\u0631 \u067e\u0627\u06cc\u06cc\u0646 \u0622\u0648\u0631\u062f\u0647\u200c\u0627\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0635\u0648\u06cc\u0631 (Image Acquisition)<\/strong>: \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0635\u0648\u06cc\u0631 \u0646\u062e\u0633\u062a\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u00ab\u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634\u00bb (Preprocessing) \u0647\u0645 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u06cc\u062f \u0627\u0632 \u0646\u0648\u0639\u06cc \u0645\u0646\u0628\u0639 \u062f\u0631\u06cc\u0627\u0641\u062a \u0634\u0648\u062f \u06a9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627 \u06cc\u06a9 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0627\u0633\u062a. <\/li>\n\n\n\n<li><strong>\u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0648\u06cc\u0631 (Image Enhancement)<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062a\u0644\u0627\u0634 \u0628\u0631 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0647 \u0634\u06a9\u0644\u06cc \u0645\u0628\u0647\u0645 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0627\u062d\u06cc\u0627 \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc\u0632\u0627\u0646 \u0631\u0648\u0634\u0646\u0627\u06cc\u06cc\u060c \u06a9\u0646\u062a\u0631\u0627\u0633\u062a \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u0686\u0646\u06cc\u0646\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"367\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-enhancement.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-44511\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-enhancement.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-enhancement-300x184.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u0645\u062b\u0627\u0644\u06cc \u0627\u0632 \u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u06a9\u0646\u062a\u0631\u0627\u0633\u062a \u0648 \u0631\u0648\u0634\u0646\u0627\u06cc\u06cc<\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u062d\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631 (Image Restoration)<\/strong>: \u0627\u062d\u06cc\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0628\u0647\u0628\u0648\u062f \u062f\u0627\u062f\u0646 \u0638\u0627\u0647\u0631 \u06a9\u0644\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0627\u0645\u0627 \u0628\u0631\u062e\u0644\u0627\u0641 \u0641\u0631\u0627\u06cc\u0646\u062f \u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0648\u06cc\u0631\u060c \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u062d\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0648 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u06cc \u0628\u0647\u200c\u062e\u0635\u0648\u0635 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/li>\n\n\n\n<li><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0646\u06af \u062a\u0635\u0648\u06cc\u0631 (Color Image Processing)<\/strong>: \u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0646\u06af \u062a\u0635\u0648\u06cc\u0631\u060c \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0631\u0646\u06af\u06cc \u062f\u0631 \u0642\u0644\u0645\u0631\u0648 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0631 \u0633\u0637\u062d \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u060c \u0627\u0647\u0645\u06cc\u062a \u0641\u0631\u0627\u0648\u0627\u0646 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. <\/li>\n\n\n\n<li><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0644\u062a\u06cc\u200c\u0631\u0632\u0648\u0644\u0648\u0634\u0646 \u0648 \u0645\u0648\u062c\u06a9\u200c\u0647\u0627 (Wavelets and Multiresolution Processing)<\/strong>: \u0627\u0632 \u0645\u0648\u062c\u06a9\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0633\u0637\u0648\u062d \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0648\u0636\u0648\u062d \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0645\u0648\u062c\u06a9\u200c\u0647\u0627 \u0648 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0647\u0631\u0645\u06cc (Pyramidal Representation) \u0645\u0647\u06cc\u0627 \u06af\u0631\u062f\u062f.<\/li>\n\n\n\n<li><strong>\u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc (Compression)<\/strong>: \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u0627 \u06a9\u0627\u0645\u067e\u0631\u0634\u0646 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0638\u0631\u0641\u06cc\u062a \u062d\u0627\u0641\u0638\u0647 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u06cc\u0627 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u062e\u0627\u0628\u0631\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0633\u0637\u062d \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"351\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-manipulation.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-44507\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-manipulation.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-manipulation-300x176.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u06cc\u062e\u062a\u200c\u0634\u0646\u0627\u062e\u062a\u06cc \u06cc\u0627 \u0645\u0648\u0631\u0641\u0648\u0644\u0648\u0698\u06cc\u06a9 (Morphological Processing)<\/strong>: \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0631\u0641\u0648\u0644\u0648\u0698\u06cc\u06a9 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0645\u062e\u062a\u0644\u0641 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u0633\u0627\u0633 \u0627\u0634\u06a9\u0627\u0644 \u0645\u062e\u062a\u0644\u0641\u060c \u062f\u06af\u0631\u06af\u0648\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc (Segmentation)<\/strong>: \u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0634\u0648\u0627\u0631\u062a\u0631\u06cc\u0646 \u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u0633\u0627\u0633 \u0627\u062c\u0632\u0627\u06cc \u062a\u0634\u06a9\u06cc\u0644\u200c\u062f\u0647\u0646\u062f\u0647 \u0648 \u0633\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0622\u0646\u060c \u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. <\/li>\n\n\n\n<li><strong>\u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0648 \u062a\u0648\u0635\u06cc\u0641 (Representation and Description)<\/strong>: \u0628\u0639\u062f \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0642\u0633\u06cc\u0645 \u0634\u062f\u060c \u0647\u0631 \u0628\u062e\u0634 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0648 \u062a\u0648\u0635\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0647\u0631\u0686\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0622\u0645\u0627\u062f\u0647 \u0628\u0627\u0634\u062f. \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0628\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0648 \u062e\u0648\u0627\u0635 \u0647\u0631 \u0628\u062e\u0634 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062a\u0648\u0635\u06cc\u0641 \u0647\u0645 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u06a9\u0645\u0651\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0622\u0628\u062c\u06a9\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0627\u0632 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062a\u0645\u06cc\u0632 \u062f\u0647\u06cc\u0645. <\/li>\n\n\n\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 (Recognition)<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u062a\u0648\u0635\u06cc\u0641 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u06af\u0627\u0645 \u0642\u0628\u0644\u06cc\u060c \u0644\u06cc\u0628\u0644 \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628\u06cc \u0628\u0647\u200c\u062e\u0635\u0648\u0635 \u0628\u0647 \u0647\u0631 \u0622\u0628\u062c\u06a9\u062a \u062a\u0639\u0644\u0642 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D8%AE%DB%8C_%D8%A7%D8%B2_%D9%85%D9%87%D9%85%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u06cc\u200c\u0634\u0645\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0627\u0645\u0631\u0648\u0632 \u062f\u0627\u0631\u062f \u0648 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u062f\u0631 \u067e\u0627\u06cc\u06cc\u0646 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u0627\u062d\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0632\u0634\u06a9\u06cc<\/h3>\n\n\n\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u062f\u0627\u0631\u062f \u0648 \u0628\u0627\u0639\u062b \u0634\u062f\u0647 \u067e\u0632\u0634\u06a9\u0627\u0646 \u0642\u0627\u062f\u0631 \u0628\u0647 \u062f\u0631\u0645\u0627\u0646 \u0628\u0647\u06cc\u0646\u0647\u200c\u062a\u0631 \u0648 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0628\u0627\u0634\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0632\u0648\u062f\u0647\u0646\u06af\u0627\u0645 \u0633\u0631\u0637\u0627\u0646 \u067e\u0633\u062a\u0627\u0646 \u06a9\u0645\u06a9 \u06af\u0631\u0641\u062a \u0648 \u0627\u06cc\u0646 \u0645\u0647\u0645 \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06af\u0631\u0647\u06a9 \u062f\u0631 \u0627\u0633\u06a9\u0646\u200c\u0647\u0627\u06cc \u0633\u06cc\u0646\u0647 \u0628\u06cc\u0645\u0627\u0631 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631 \u062a\u0631\u0627\u0641\u06cc\u06a9<\/h3>\n\n\n\n<p>\u062f\u0631 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9\u060c \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc (Video Image Processing System | VIPS) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u062d\u0633\u06af\u0631\u0647\u0627 \u0627\u0632 \u0633\u0647 \u062c\u0632 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f: \u0633\u06cc\u0633\u062a\u0645 \u062b\u0628\u062a \u062a\u0635\u0648\u06cc\u0631\u060c \u0633\u06cc\u0633\u062a\u0645 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0648 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc VIPS \u0686\u0646\u062f\u06cc\u0646 \u00ab\u0645\u0646\u0637\u0642\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc\u00bb (Detection Zone) \u062f\u0627\u0631\u0646\u062f \u0648 \u0648\u0642\u062a\u06cc \u06cc\u06a9 \u0627\u062a\u0648\u0645\u0628\u06cc\u0644 \u0648\u0627\u0631\u062f \u0645\u0646\u0637\u0642\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0633\u06cc\u06af\u0646\u0627\u0644 \u00ab\u0631\u0648\u0634\u0646\u00bb \u0648 \u0648\u0642\u062a\u06cc \u0627\u0632 \u0622\u0646 \u062e\u0627\u0631\u062c \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0633\u06cc\u06af\u0646\u0627\u0644 \u00ab\u062e\u0627\u0645\u0648\u0634\u00bb \u0627\u0631\u0633\u0627\u0644 \u062e\u0648\u0627\u0647\u062f \u0634\u062f. \u0646\u06a9\u062a\u0647 \u062c\u0627\u0644\u0628 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u06cc\u0646 \u0645\u0646\u0627\u0637\u0642 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062e\u06cc\u0627\u0628\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f \u062a\u0627 \u062a\u0631\u0627\u0641\u06cc\u06a9 \u062f\u0631 \u0647\u0631 \u0644\u0627\u06cc\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0633\u0646\u062c\u06cc\u062f\u0647 \u0634\u0648\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"354\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/onject-detection.jpg\" alt=\"\u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc Image Processing \u062f\u0631 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u062a\u0631\u0627\u0641\u06cc\u06a9\" class=\"wp-image-44508\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/onject-detection.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/onject-detection-300x177.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0633\u06cc\u0633\u062a\u0645 VIPS \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u067e\u0644\u0627\u06a9 \u0627\u062a\u0648\u0645\u0628\u06cc\u0644\u200c\u0647\u0627 \u0631\u0627 \u062b\u0628\u062a \u06a9\u0646\u062f\u060c \u0627\u062a\u0648\u0645\u0628\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0627\u0632 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062a\u0645\u06cc\u0632 \u062f\u0647\u062f \u0648 \u0633\u0631\u0639\u062a \u062d\u0631\u06a9\u062a \u0647\u0631 \u0648\u0633\u06cc\u0644\u0647 \u0646\u0642\u0644\u06cc\u0647 \u0631\u0627 \u067e\u0627\u06cc\u0634 \u06a9\u0646\u062f. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631<\/h3>\n\n\n\n<p>\u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u062d\u06cc\u0627 \u0648 \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647 \u06cc\u0627 \u0645\u062e\u062f\u0648\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0645 \u06a9\u0645\u06a9 \u06af\u0631\u0641\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641 \u062a\u0639\u0644\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u062a\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0642\u062f\u06cc\u0645\u06cc \u0648 \u0622\u0633\u06cc\u0628\u200c\u062f\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"336\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-restoration.jpg\" alt=\"\u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631\" class=\"wp-image-44509\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-restoration.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-restoration-300x168.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/15-ai-photo-enhancers\/\">15 \u0627\u0628\u0632\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u0639\u06a9\u0633 \u0631\u0627 \u0628\u0627\u0644\u0627 \u0645\u06cc\u200c\u0628\u0631\u0646\u062f<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647<\/h3>\n\n\n\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0647 \u0627\u0645\u0631\u0648\u0632\u0647 \u0639\u0645\u0648\u0645 \u0645\u0631\u062f\u0645 \u0647\u0645 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u060c \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u0627\u0633\u0627\u0633 \u0627\u062c\u0632\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0686\u0647\u0631\u0647 \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 &#8211; \u0645\u062b\u0644\u0627 \u0634\u06a9\u0644 \u06a9\u0644\u06cc \u0635\u0648\u0631\u062a\u060c \u0641\u0627\u0635\u0644\u0647 \u0645\u06cc\u0627\u0646 \u0686\u0634\u0645\u0627\u0646 \u0648 \u0647\u0631\u0686\u06cc\u0632 \u0645\u0634\u0627\u0628\u0647 \u062f\u06cc\u06af\u0631\u06cc &#8211; \u062a\u0639\u0644\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f. \u0628\u0639\u062f \u0627\u0632 \u0627\u06cc\u0646\u060c \u0633\u06cc\u0633\u062a\u0645 \u0642\u0627\u062f\u0631 \u0628\u0647 \u067e\u0630\u06cc\u0631\u0634 \u062a\u0645\u0627\u0645 \u0633\u0648\u0698\u0647\u200c\u0647\u0627\u06cc\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0686\u0647\u0631\u0647 \u0627\u0646\u0633\u0627\u0646 \u0634\u0628\u0627\u0647\u062a \u062f\u0627\u0631\u0646\u062f. \u0646\u0627\u06af\u0641\u062a\u0647 \u0646\u0645\u0627\u0646\u062f \u06a9\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0627\u0645\u0646\u06cc\u062a\u060c \u0628\u06cc\u0648\u0645\u062a\u0631\u06cc\u06a9 \u0648 \u062d\u062a\u06cc \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0648\u0641\u0648\u0631 \u062f\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7_%D9%88_%D9%85%D8%B9%D8%A7%DB%8C%D8%A8_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u0632\u0627\u06cc\u0627\u06cc \u0628\u0632\u0631\u06af\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0648 \u0628\u0647\u200c\u062e\u0635\u0648\u0635 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0641\u0639\u0627\u0644 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0622\u0648\u0631\u062f\u0647\u200c \u0627\u0633\u062a. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u0645 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0637\u0648\u0631 \u0628\u0647 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"301\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-reconstruction.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-44504\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-reconstruction.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/image-reconstruction-300x151.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:19px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0635\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u0647\u0631 \u0641\u0631\u0645\u062a\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f (\u0645\u062b\u0644\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647\u0628\u0648\u062f\u06cc\u0627\u0641\u062a\u0647\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 X-Ray\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0646\u06af\u0627\u062a\u06cc\u0648 \u0648 \u063a\u06cc\u0631\u0647)<\/li>\n\n\n\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0627\u0646\u0633\u0627\u0646\u06cc \u0628\u0647\u0628\u0648\u062f \u062f\u0647\u062f.<\/li>\n\n\n\n<li>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u0645\u0627\u0634\u06cc\u0646\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f.<\/li>\n\n\n\n<li>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u067e\u06cc\u06a9\u0633\u0644\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f \u06a9\u0647 \u06a9\u0646\u062a\u0631\u0627\u0633\u062a \u0648 \u062a\u0631\u0627\u06a9\u0645 \u062f\u0644\u062e\u0648\u0627\u0647 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/li>\n\n\n\n<li>\u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0631\u062f.<\/li>\n\n\n\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u0627\u06cc \u0634\u062e\u0635 \u062b\u0627\u0644\u062b \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u062e\u0648\u062f\u060c \u0645\u062e\u0627\u0628\u0631\u0647 \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u06cc \u06a9\u0646\u06cc\u062f. <\/li>\n<\/ul>\n\n\n\n<p>\u062d\u0627\u0644\u0627 \u06a9\u0647 \u0645\u0632\u0627\u06cc\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u062e\u0635\u0631 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0645\u0639\u0627\u06cc\u0628 \u0622\u0646 \u0646\u06cc\u0632 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0647\u0632\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u0627\u0644\u0627<\/strong>: \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0648\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0641\u0631\u0627\u0648\u0627\u0646 \u062f\u0627\u0631\u0646\u062f \u0648 \u0645\u0646\u0627\u0628\u0639 \u0633\u06cc\u0633\u062a\u0645\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0631\u0627 \u062a\u062d\u062a \u0641\u0634\u0627\u0631 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u062a\u0641\u0633\u06cc\u0631\u067e\u0630\u06cc\u0631\u06cc \u0645\u062d\u062f\u0648\u062f<\/strong>: \u0628\u0631\u062e\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f \u06a9\u0647 \u062a\u0641\u0633\u06cc\u0631 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 \u062f\u0634\u0648\u0627\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062e\u0635\u0648\u0635\u0627 \u0631\u0627\u062c\u0639 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0645\u0635\u062f\u0627\u0642 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0645\u062a\u06a9\u06cc \u0628\u0631 \u06a9\u06cc\u0641\u06cc\u062a \u0648\u0631\u0648\u062f\u06cc<\/strong>: \u06a9\u06cc\u0641\u06cc\u062a \u062e\u0631\u0648\u062c\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a. \u0622\u0646 \u062f\u0633\u062a\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u067e\u0627\u06cc\u06cc\u0646\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0628\u06cc\u200c\u06a9\u06cc\u0641\u06cc\u062a \u0646\u06cc\u0632 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631\u062a\u0627\u0646 \u062e\u0648\u0627\u0647\u0646\u062f \u06af\u0630\u0627\u0634\u062a. <\/li>\n\n\n\n<li><strong>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627<\/strong>: \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u062f\u0634\u0648\u0627\u0631\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0633\u0648\u0698\u0647\u200c\u0647\u0627 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0634\u0644\u0648\u063a \u06cc\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0631\u0648\u0634\u0646 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. \u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631\u060c \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0628\u0647 \u0633\u062e\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0622\u0628\u062c\u06a9\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0686\u0627\u0631 \u0627\u0639\u0648\u062c\u0627\u062c \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0627\u062a\u06a9\u0627\u06cc \u06a9\u0627\u0645\u0644 \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<\/strong>: \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0639\u0644\u06cc\u0645 \u0648 \u062a\u0648\u0633\u0639\u0647 <a href=\"https:\/\/quera.org\/blog\/what-is-algorithm-11-types\/\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<\/a> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06af\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u06cc\u200c\u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0634\u0646\u062f\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u06cc \u0636\u0639\u06cc\u0641 \u0627\u0632 \u062e\u0648\u062f \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A8%DB%8C%D9%86_%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_%D9%88_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc (Computer Vision) \u0647\u0631 \u062f\u0648 \u0627\u0632 \u0647\u06cc\u062c\u0627\u0646\u200c\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u0646\u062f \u06a9\u0647 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u062d\u0633\u0648\u0633 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062f\u0627\u0631\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/innovative-image-processing.jpg\" alt=\"\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc\" class=\"wp-image-44503\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/innovative-image-processing.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/innovative-image-processing-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:19px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/strong>: Computer Vision \u0628\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0648 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0631\u06a9\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u06cc \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u0646\u062f \u0648 \u0648\u0638\u0627\u06cc\u0641 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u067e\u06cc\u0634 \u0628\u0628\u0631\u0646\u062f. \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0646\u0647\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627\u0633\u062a. <\/li>\n\n\n\n<li><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631<\/strong>: \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0646\u06cc\u0632 \u06af\u0641\u062a\u06cc\u0645\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0622\u0646 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. <\/li>\n<\/ul>\n\n\n\n<p>\u0627\u06af\u0631 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0645\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u062f\u0648 \u0645\u0641\u0647\u0648\u0645 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u06af\u0646\u06af \u0627\u0633\u062a\u060c \u062c\u062f\u0648\u0644 \u0632\u06cc\u0631 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0645\u06cc\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0631\u0627 \u0634\u0631\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. <\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><th><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631<\/strong><\/th><th><strong>\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/strong><\/th><\/tr><tr><th>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0639\u0645\u062f\u062a\u0627 \u0631\u0648\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648\u0631\u0648\u062f\u06cc \u062e\u0627\u0645 \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u0646\u200c\u0647\u0627 \u0648 \u06cc\u0627 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/th><th>\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0631\u0648\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f\u060c \u0628\u0627 \u0627\u06cc\u0646 \u0647\u062f\u0641 \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u062f\u0631\u06a9\u06cc \u0635\u062d\u06cc\u062d \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f \u0648 \u0648\u0631\u0648\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0631\u0627 \u0645\u0634\u0627\u0628\u0647 \u0630\u0647\u0646 \u0627\u0646\u0633\u0627\u0646 \u062a\u0641\u0633\u06cc\u0631 \u06cc\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0631\u062f.<\/th><\/tr><tr><th><strong>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0645\u062a\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f Anistropic Diffusion\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06ccHidden Markov\u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0633\u062a\u0642\u0644 \u0627\u062c\u0632\u0627 \u0648 \u0641\u06cc\u0644\u062a\u0631\u06af\u0630\u0627\u0631\u06cc \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f. <\/strong><\/th><th>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0633\u0627\u06cc\u0631 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc <a href=\"https:\/\/quera.org\/blog\/what-is-machine-learning\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0686\u0634\u06cc (CNN)\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062a\u062f\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f.<\/th><\/tr><tr><th>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0627\u0633\u062a. <\/th><th>\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0645\u0641\u0627\u0647\u06cc\u0645 \u06af\u0648\u0646\u0627\u06af\u0648\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u06a9\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627\u0633\u062a. <\/th><\/tr><tr><th>\u0686\u0646\u062f \u0645\u062b\u0627\u0644 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631: \u062a\u063a\u06cc\u06cc\u0631 \u0645\u0642\u06cc\u0627\u0633 \u062a\u0635\u0648\u06cc\u0631 (\u0632\u0648\u0645 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644)\u060c \u0627\u0635\u0644\u0627\u062d \u0646\u0648\u0631\u06cc\u060c \u062a\u063a\u06cc\u06cc\u0631 \u0631\u0646\u06af \u0648 \u0645\u0648\u0627\u0631\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0633\u062a. <\/th><th>\u0686\u0646\u062f \u0645\u062b\u0627\u0644 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc: \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u060c \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u062f\u0633\u062a\u200c\u062e\u0637 \u0648 \u0645\u0648\u0627\u0631\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0633\u062a.<\/th><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u06a9\u0627\u0631\u0628\u0631\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0627\u0646\u0628\u0648\u0647\u06cc \u0627\u0628\u0632\u0627\u0631\u060c \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0644\u0627\u0635\u0647 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OpenCV<\/strong>: \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0627\u0644\u0628\u062a\u0647 \u06a9\u0627\u0631\u0628\u0631\u067e\u0633\u0646\u062f\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0627\u0633\u062a. OpenCV \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u06a9\u0627\u0645\u0644 \u0628\u0627 \u0633\u06cc \u067e\u0644\u0627\u0633 \u067e\u0644\u0627\u0633 \u0648 <a href=\"https:\/\/quera.org\/blog\/python-explained\/\">\u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u062f\u0627\u0631\u062f \u0648 \u062a\u0645\u0627\u0645 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. <\/li>\n\n\n\n<li><strong>Matlab<\/strong>: \u0645\u062a\u0644\u0628 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f \u0648 \u0628\u0647 \u062e\u0627\u0637\u0631 \u0628\u0627\u0644\u0627 \u0628\u0631\u062f\u0646 \u0633\u0631\u0639\u062a \u067e\u0631\u0648\u062a\u0648\u062a\u0627\u06cc\u067e\u200c\u0633\u0627\u0632\u06cc\u060c \u062f\u0631 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u0647\u0645 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u0644\u0642\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u062f \u0645\u062a\u0644\u0628 \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631 \u0627\u0632 \u06a9\u062f \u0633\u06cc \u067e\u0644\u0627\u0633 \u067e\u0644\u0627\u0633 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0627\u0644\u0627 \u0645\u06cc\u200c\u0628\u0631\u062f \u0648 \u0627\u06cc\u0631\u0627\u062f\u06cc\u0627\u0628\u06cc \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631\u060c \u0627\u06cc\u0631\u0627\u062f\u0627\u062a \u067e\u06cc\u0634 \u0627\u0632 \u0627\u062c\u0631\u0627 \u06a9\u062f \u0627\u0635\u0644\u0627\u062d \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0628\u0631\u0627\u06cc \u0628\u0627\u0644\u0627 \u0628\u0631\u062f\u0646 \u0633\u0631\u0639\u062a \u062a\u0648\u0627\u0628\u0639 \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/08\/teach-and-learn-matlab.jpg\" alt=\"\u0645\u062a\u0644\u0628 \u0686\u06cc\u0633\u062a\" class=\"wp-image-47475\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/08\/teach-and-learn-matlab.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/08\/teach-and-learn-matlab-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CUDA<\/strong>: \u0634\u0631\u06a9\u062a \u0627\u0646\u0648\u06cc\u062f\u06cc\u0627 \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 CUDA\u060c \u0641\u0648\u0646\u062f\u0627\u0633\u06cc\u0648\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0631\u0627 \u0628\u0646\u0627 \u06a9\u0631\u062f \u06a9\u0647 \u0647\u0645 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a\u060c \u0647\u0645 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u06cc\u0646\u0647 \u0638\u0627\u0647\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0647\u0645 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f. CUDA \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u062f\u0631\u062a \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9\u060c \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 NVidia Performance Primitive \u0647\u0645 \u0645\u0647\u06cc\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0627\u0646\u0648\u0627\u0639 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648\u06cc\u062f\u06cc\u0648\u060c \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. <\/li>\n\n\n\n<li><strong>TensorFlow<\/strong>: \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06a9\u0646\u0648\u0646\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u0622\u0648\u0631\u062f. \u0633\u0627\u062f\u06af\u06cc \u00abAPI\u00bb \u06cc\u0627 \u00ab\u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc\u00bb \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0648 \u0647\u0645\u06cc\u0646\u200c\u0637\u0648\u0631 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0648\u062f\u0646 \u0622\u0646 \u0628\u0627\u0639\u062b \u0634\u062f\u0647 \u062e\u06cc\u0644\u06cc \u0633\u0631\u06cc\u0639 \u0627\u0632 \u0628\u0627\u0642\u06cc \u0631\u0642\u0628\u0627 \u067e\u06cc\u0634\u06cc \u0628\u06af\u06cc\u0631\u062f. \u062f\u0631 TensorFlow 2.0 \u0634\u0627\u0647\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0633\u0627\u062e\u062a\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc\u060c \u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0627\u0631 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0627\u0646\u0628\u0648\u0647\u06cc \u0648\u0638\u06cc\u0641\u0647 \u062f\u06cc\u06af\u0631 \u0647\u0633\u062a\u06cc\u0645. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0646\u0642\u0634 \u0631\u0641\u0631\u0646\u0633 \u0631\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0647 \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0631\u0639\u062a \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. <\/li>\n\n\n\n<li><strong>SimpleCV<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0641\u0639\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c SimpleCV \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 &#8211; \u0645\u0627\u0646\u0646\u062f OpenCV \u0648 PyGame &#8211; \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062f\u0627\u0646\u06cc\u062f \u062a\u0645\u0627\u0645 \u0627\u0628\u0639\u0627\u062f \u0641\u0646\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0637\u0648\u0631 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0628\u0631\u0633\u0627\u0646\u06cc\u062f. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%B2%D8%A8%D8%A7%D9%86%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87%E2%80%8C%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0628\u0647\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0637\u0639\u0627 \u062e\u0648\u062f\u062a\u0627\u0646 \u062a\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0644\u062d\u0638\u0647 \u0645\u062a\u0648\u062c\u0647 \u0634\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0646\u0648\u0646\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 &#8211; \u0646\u0638\u06cc\u0631 \u0633\u0644\u0627\u0645\u062a\u060c \u062e\u0631\u062f\u0647\u200c\u0641\u0631\u0648\u0634\u06cc \u0648 \u0633\u0631\u06af\u0631\u0645\u06cc &#8211; \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631\u060c \u062a\u0642\u0627\u0636\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0646\u0648\u0634\u062a\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0636\u0631\u0648\u0631\u06cc \u0628\u0627\u0634\u0646\u062f \u0646\u06cc\u0632 \u0628\u0627\u0644\u0627 \u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u0645\u0627 \u06a9\u062f\u0627\u0645 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u0631\u0627 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u0646\u062f\u061f \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u067e\u0627\u06cc\u062a\u0648\u0646<\/strong>: Python \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u0645\u062e\u0627\u0637\u0628\u200c\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0627\u0645\u0631\u0648\u0632\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0646\u0628\u0648\u0647\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0646\u0638\u06cc\u0631 OpenCV \u060cPIL \u060cNumPy \u0648 SciPy\u060c \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0622\u0633\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 <a href=\"https:\/\/quera.org\/college\/landpage\/3078\/python\">\u0622\u0645\u0648\u0632\u0634 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u0647\u0645 \u0628\u0633\u06cc\u0627\u0631 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u0648 \u0627\u0646\u0628\u0648\u0647\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u062a\u0646\u06cc \u0648 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646 \u067e\u06cc\u062f\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u062f\u0631 \u0645\u062c\u0645\u0648\u0639 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0645 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646 \u062a\u0627\u0632\u0647\u200c\u06a9\u0627\u0631 \u0627\u0633\u062a \u0648 \u0647\u0645 \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u0633\u0627\u0628\u0642\u0647\u200c\u200c\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u062f\u0627\u0631\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0645\u062a\u0644\u0628<\/strong>: MATLAB \u0647\u0645 \u0632\u0628\u0627\u0646 \u0645\u062d\u0628\u0648\u0628 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0627\u0646\u0628\u0648\u0647\u06cc \u0627\u0628\u0632\u0627\u0631 \u062c\u0630\u0627\u0628 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u062f \u0648 \u0627\u0632 \u0631\u0627\u0628\u0637\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631\u067e\u0633\u0646\u062f \u0628\u0647\u0631\u0647\u200c \u0645\u06cc\u200c\u0628\u0631\u062f. \u0627\u0632 \u0645\u062a\u0644\u0628 \u0645\u0639\u0645\u0648\u0644\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0639\u0644\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0622\u0646 \u0627\u0633\u062a. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0646\u062a\u0638\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0642\u0648\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627\u0634\u06cc\u062f. <\/li>\n\n\n\n<li><\/li>\n\n\n\n<li><strong>\u062c\u0627\u0648\u0627<\/strong>: \u0632\u0628\u0627\u0646 Java \u0647\u0645 \u0686\u0646\u062f\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f Java Advanced Imaging \u0648 Java Media Framework \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646 \u0622\u0633\u0627\u0646 \u06a9\u0646\u0646\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc <a href=\"https:\/\/quera.org\/blog\/java-explained\/\">\u062c\u0627\u0648\u0627<\/a> \u0622\u0646\u0642\u062f\u0631\u0647\u0627 \u062f\u0634\u0648\u0627\u0631 \u0646\u06cc\u0633\u062a \u0648 \u062c\u0627\u0645\u0639\u0647 \u0628\u0632\u0631\u06af \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0645 \u062a\u0627\u06a9\u0646\u0648\u0646 \u0627\u0646\u0628\u0648\u0647\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646 \u062a\u062f\u0627\u0631\u06a9 \u062f\u06cc\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u0647\u0645 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"297\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/3image-processing-feature.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-44501\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/3image-processing-feature.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/11\/3image-processing-feature-300x149.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u06cc \u067e\u0644\u0627\u0633 \u067e\u0644\u0627\u0633<\/strong>: ++C \u0632\u0628\u0627\u0646\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u0631\u0639\u062a \u0648 \u0628\u0647\u06cc\u0646\u06af\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627 \u0634\u0647\u0631\u062a \u062f\u0627\u0631\u062f. <a href=\"https:\/\/quera.org\/college\/landpage\/14472\/cplusplus\">\u0622\u0645\u0648\u0632\u0634 \u0628\u0631\u0646\u0627\u0645\u0647\u200c \u0646\u0648\u06cc\u0633\u06cc C++<\/a> \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0633\u0631 \u0648 \u06a9\u0644\u0647 \u0628\u0632\u0646\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c ++C \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0647\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0639\u0646\u0635\u0631\u06cc \u0645\u0647\u0645 \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u067e\u06cc\u0634 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0631 \u06a9\u0648\u0626\u0631\u0627 \u0628\u0644\u0627\u06af \u06af\u0641\u062a\u0647\u200c\u0627\u06cc\u0645 <a href=\"https:\/\/quera.org\/blog\/what-is-c-plus-plus\/\">C++ \u0686\u06cc\u0633\u062a<\/a> \u0648 \u0686\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0647\u0645\u06cc \u062f\u0627\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u0622\u0631<\/strong>: \u0632\u0628\u0627\u0646 R \u0639\u0645\u062f\u062a\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0622\u0645\u0627\u0631\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0627\u0646\u0646\u062f EBImage \u060cImager \u0648 ggplot2 \u0647\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0622\u0633\u0627\u0646 \u062e\u0648\u0627\u0647\u0646\u062f \u06a9\u0631\u062f. \u0646\u0627\u06af\u0641\u062a\u0647 \u0646\u0645\u0627\u0646\u062f \u06a9\u0647 R \u0632\u0628\u0627\u0646\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0627 \u062c\u0627\u0645\u0639\u0647\u200c\u0627\u06cc \u0648\u0633\u06cc\u0639 \u0627\u0632 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0632 \u0622\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. <\/li>\n\n\n\n<li><strong>\u062c\u0648\u0644\u06cc\u0627<\/strong>: \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a Julia \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0632\u0628\u0627\u0646\u06cc \u0646\u0633\u0628\u062a\u0627 \u062c\u062f\u06cc\u062f \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0631\u062f \u06a9\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627 \u062f\u0627\u0631\u062f \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u0648\u0644\u06cc\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 Images.jl \u060cImageMagick.jl \u0648 Juliamage \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. <\/li>\n<\/ul>\n\n\n\n<p><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/best-programming-languages-for-machine-learning\/\">\u0628\u0647\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%DA%A9%D9%87_%D8%A8%D8%A7%DB%8C%D8%AF_%D8%A8%D8%B4%D9%86%D8%A7%D8%B3%DB%8C%D8%AF\"><\/span>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0634\u0646\u0627\u0633\u06cc\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0627\u0632 \u0622\u0646\u200c\u062c\u0627 \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0631\u0631\u0627\u0633\u062a\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0645\u06cc\u0627\u0646 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062a\u0627\u0632\u0647\u200c\u06a9\u0627\u0631 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f\u060c \u0628\u062f \u0646\u06cc\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0628\u062e\u0634 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0645\u0637\u0644\u0628 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0628\u0631\u062e\u06cc \u0627\u0632 <a href=\"https:\/\/quera.org\/blog\/best-python-libraries-to-know\/\">\u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Scikit-Image<\/h3>\n\n\n\n<p>Scikit-Image \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0622\u0646 \u0628\u0647 \u0632\u0628\u0627\u0646 Cython \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u0628\u0627\u06cc\u062f \u06af\u0641\u062a \u06a9\u0647 Cython \u06cc\u06a9\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0645\u0627\u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u06cc \u0645\u0634\u0627\u0628\u0647 \u0632\u0628\u0627\u0646 C \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u067e\u0631\u0641\u0648\u0631\u0645\u0646\u0633\u060c \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062d\u0627\u0648\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0627\u0633\u062a\u060c \u0645\u062b\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc (Segmentation)<\/li>\n\n\n\n<li>\u062f\u06af\u0631\u06af\u0648\u0646\u200c\u0633\u0627\u0632\u06cc \u0647\u0646\u062f\u0633\u06cc (Geometric Transformation)<\/li>\n\n\n\n<li>\u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0641\u0636\u0627 \u0631\u0646\u06af\u06cc (Color Space Manipulation)<\/li>\n\n\n\n<li>\u0622\u0646\u0627\u0644\u06cc\u0632<\/li>\n\n\n\n<li>\u0641\u06cc\u0644\u0631\u06af\u0630\u0627\u0631\u06cc<\/li>\n\n\n\n<li>\u0631\u06cc\u062e\u062a\u200c\u0634\u0646\u0627\u0633\u06cc \u06cc\u0627 \u0645\u0648\u0631\u0641\u0648\u0644\u0648\u0698\u06cc (Morphology)<\/li>\n<\/ul>\n\n\n\n<p>\u0627\u0633\u0627\u0633\u0627 \u0628\u0627 Scikit-Image \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0647\u0631 \u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0631\u062f. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 SciPy<\/h3>\n\n\n\n<p>\u0627\u0632 SciPy \u0639\u0645\u062f\u062a\u0627 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u06cc \u0648 \u0639\u0644\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0628\u0647 \u06a9\u0645\u06a9 \u0645\u0627\u0698\u0648\u0644\u06cc \u0628\u0647 \u0646\u0627\u0645 scipy.ndimage \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u06a9\u0631\u062f. SciPy \u062a\u0648\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc N-\u0628\u0639\u062f\u06cc Numpy \u062f\u0627\u0631\u062f \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0647\u0645 \u0686\u06cc\u0632\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"372\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/10\/scipy.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a\" class=\"wp-image-48058\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/10\/scipy.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2024\/10\/scipy-300x186.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p> \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u062f\u0631 SciPy \u067e\u06cc\u062f\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f\u060c \u0645\u062b\u0644\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062e\u0648\u0627\u0646\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631<\/li>\n\n\n\n<li>\u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631<\/li>\n\n\n\n<li>\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 (Convolution)<\/li>\n\n\n\n<li>\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 <\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc (Feature Extraction)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Pillow\/PIL<\/h3>\n\n\n\n<p>PIL (\u0645\u062e\u0641\u0641 Python Imaging Library) \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. PIL \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0627\u0646\u0646\u062f \u062e\u0648\u0627\u0646\u0634\u060c Rescaling \u0648 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0631\u0627 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u06cc\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0622\u0631\u0634\u06cc\u0648\u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0645\u06a9 \u06af\u0631\u0641\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 NumPy<\/h3>\n\n\n\n<p>\u067e\u06cc\u0634\u200c\u062a\u0631 \u06af\u0641\u062a\u06cc\u0645 \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u0627\u0633\u0627 \u0622\u0631\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0633\u06a9\u0644\u06cc \u0627\u0633\u062a \u0648 \u0647\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u0628\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u06f1 (\u0628\u0647 \u0645\u0639\u0646\u06cc Grayscale) \u0648 \u06cc\u0627 \u06f3 (\u0628\u0647 \u0645\u0639\u0646\u06cc RGB) \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0631\u0645\u06cc\u200c\u0622\u06cc\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c NumPy \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0648\u0638\u0627\u06cc\u0641 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0627\u0646\u0646\u062f \u0628\u0631\u0634 \u0632\u062f\u0646 \u062a\u0635\u0648\u06cc\u0631\u060c \u0645\u0627\u0633\u06a9\u0647 \u06a9\u0631\u062f\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u06cc\u0627 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u06a9\u0633\u0644\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u062f. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Mahotas<\/h3>\n\n\n\n<p>Mahotas \u0647\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u00ab\u0622\u0646\u0627\u0644\u06cc\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0632\u06cc\u0633\u062a\u06cc\u00bb (Bioimage Informatic) \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc NumPy \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u062f \u0648 \u0646\u0648\u06cc\u0633\u0646\u062f \u0648 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062e\u0648\u0634\u200c\u062f\u0633\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u062f\u0631 \u0633\u06cc \u067e\u0644\u0627\u0633 \u067e\u0644\u0627\u0633 \u067e\u06cc\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%AC%D9%85%D8%B9%E2%80%8C%D8%A8%D9%86%D8%AF%DB%8C_%D9%88_%D9%BE%D8%A7%D8%B3%D8%AE_%D8%A8%D9%87_%D8%B3%D9%88%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\"><\/span>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0648 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0631\u0634\u062f \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u06af\u0630\u0631 \u0632\u0645\u0627\u0646 \u0628\u0627\u0639\u062b \u0634\u062f\u0647 \u0634\u0627\u0647\u062f \u0631\u0634\u062f \u0633\u0631\u0639\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u0622\u0646 \u0646\u06cc\u0632 \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u0686\u0634\u0645\u06af\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u06a9\u0631\u062f\u06cc\u062f\u060c \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u06cc\u200c\u0634\u0645\u0627\u0631 \u0627\u0633\u062a \u0648 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0634\u062f \u0633\u0631\u06cc\u0639\u060c \u0628\u062f\u0648\u0646 \u062a\u0631\u062f\u06cc\u062f \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u0645\u0646\u062a\u0638\u0631 \u0638\u0647\u0648\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0647\u0631\u0686\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0628\u0627\u0634\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u062d\u0627\u0644\u0627 \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f\u060c \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u06cc\u0645. <\/p>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1700862062323\"><strong class=\"schema-faq-question\">\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/strong> <p class=\"schema-faq-answer\">\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0636\u0648\u062d\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0646\u062f \u06cc\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0628\u06af\u0630\u0627\u0631\u0646\u062f. \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc Image Processing\u060c \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u0645 \u0646\u0642\u0634 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0645 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0647\u062a\u0631 \u06cc\u0627 \u062c\u0632\u06cc\u06cc\u0627\u062a\u06cc \u0645\u0647\u0645 \u062f\u0631 \u062f\u0631\u0648\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a.  <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1700862147764\"><strong class=\"schema-faq-question\">\u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u0632 \u062c\u0645\u0644\u0647 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc\u06cc \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0639\u06a9\u0627\u0633\u0627\u0646 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0622\u062b\u0627\u0631 \u0647\u0646\u0631\u06cc \u062e\u0648\u062f\u060c \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u06cc\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0641\u06cc\u0644\u062a\u0631 \u00abSharpen\u00bb \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u062c\u0632\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0634\u06a9\u0644\u06cc \u0642\u0627\u0628\u0644 \u062a\u0641\u06a9\u06cc\u06a9 \u0627\u0632 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f \u0648 \u0641\u06cc\u0644\u062a\u0631 \u00abBlur\u00bb \u0647\u0645 \u062c\u0632\u06cc\u06cc\u0627\u062a \u0631\u0627 \u062a\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1700862260433\"><strong class=\"schema-faq-question\">\u0648\u0627\u067e\u06cc\u0686\u0634 \u06a9\u0648\u0631 (Blind Devonvolution) \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0686\u0647 \u0645\u0639\u0646\u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0648\u0627\u067e\u06cc\u0686\u0634 \u06a9\u0648\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0627\u062d\u06cc\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u062a\u0627\u0631 \u0648 \u0622\u06a9\u0646\u062f\u0647 \u0627\u0632 \u0646\u0648\u06cc\u0632 \u0627\u0633\u062a\u060c \u0622\u0646 \u0647\u0645 \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062f\u0627\u0646\u06cc\u0645 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u062a\u0627\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0644\u0627\u06cc\u0644 \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u0639\u062f\u0645 \u0641\u0648\u06a9\u0648\u0633 \u0635\u062d\u06cc\u062d\u060c \u062d\u0631\u06a9\u062a \u062f\u0648\u0631\u0628\u06cc\u0646\u060c \u062d\u0631\u06a9\u062a \u0633\u0648\u0698\u0647 \u0648 \u062f\u06cc\u06af\u0631 \u0639\u06cc\u0648\u0628\u060c \u0634\u06a9\u0644\u06cc \u062a\u0627\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1700862579072\"><strong class=\"schema-faq-question\">\u0627\u062b\u0631 \u062d\u0644\u0642\u0647\u200c\u0632\u0646\u06cc (Ringing Effect) \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u062b\u0631 \u062d\u0644\u0642\u0647\u200c\u0632\u0646\u06cc \u06a9\u0647 \u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u0646 \u00ab\u067e\u062f\u06cc\u062f\u0647 \u06af\u06cc\u0628\u0633\u00bb \u0647\u0645 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0634\u06a9\u0644\u200c\u06af\u06cc\u0631\u06cc \u062d\u0644\u0642\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0646\u0632\u062f\u06cc\u06a9\u06cc \u0644\u0628\u0647\u200c\u0647\u0627\u06cc \u062a\u06cc\u0632 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u06cc\u0648\u0647\u0627 \u0627\u0633\u062a. \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u0631\u06a9\u0627\u0646\u0633 \u0628\u0627\u0644\u0627 \u06cc\u0627 \u0627\u0639\u0648\u062c\u0627\u062c \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0634\u06a9\u0644\u200c\u06af\u06cc\u0631\u06cc \u0627\u06cc\u0646 \u067e\u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p> <\/div> <\/div>\n\n\n\n<p>\u0645\u0646\u0628\u0639: <a href=\"https:\/\/www.simplilearn.com\/image-processing-article\" target=\"_blank\" rel=\"noreferrer noopener\">SimpliLearn<\/a> \u0648 <a href=\"https:\/\/teamextension.blog\/2023\/04\/26\/top-programming-languages-for-image-processing\/\" target=\"_blank\" rel=\"noreferrer noopener\">TeamExtension<\/a> \u0648 <a href=\"https:\/\/www.geeksforgeeks.org\/digital-image-processing-basics\/#\" target=\"_blank\" rel=\"noreferrer noopener\">GeeksForGeeks<\/a> \u0648 <a href=\"https:\/\/neptune.ai\/blog\/image-processing-python-libraries-for-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\">NeptuneAI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (Deep Learning | DL) \u0637\u06cc \u0633\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0627\u062b\u0631\u06cc \u0634\u06af\u0631\u0641 \u0631\u0648\u06cc \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06af\u0630\u0627\u0634\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0627\u0639\u062b \u0634\u062f\u0647&#8230;<\/p>\n","protected":false},"author":49,"featured_media":48062,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,48,80],"tags":[37],"class_list":["post-44396","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-developer","category-technology","category-ai-data-analysis","tag-37"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f\u061f - \u06a9\u0648\u0626\u0631\u0627\u200c\u0628\u0644\u0627\u06af<\/title>\n<meta name=\"description\" content=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 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