{"id":182115,"date":"2026-02-02T10:06:12","date_gmt":"2026-02-02T10:06:12","guid":{"rendered":"https:\/\/flypix.ai\/?p=182115"},"modified":"2026-02-02T12:15:53","modified_gmt":"2026-02-02T12:15:53","slug":"how-to-make-an-image-recognition-ai","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/how-to-make-an-image-recognition-ai\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u064a\u0639\u0645\u0644 \u0628\u0627\u0644\u0641\u0639\u0644"},"content":{"rendered":"<p>\u0642\u062f \u064a\u0628\u062f\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0645\u0639\u0642\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629. \u0627\u0644\u0634\u0628\u0643\u0627\u062a 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\u0630\u0643\u064a\u0629.&quot;\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u0627\u0644\u0648\u0636\u0648\u062d \u0647\u0646\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u062c\u0647\u062f \u0628\u0639\u062f \u0623\u0634\u0647\u0631.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0641\u0647\u0645 \u0643\u064a\u0641 \u062a\u062a\u062d\u0648\u0644 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u0623\u0631\u0642\u0627\u0645<\/h2>\n\n\n\n<p>\u0644\u0627 \u064a\u0631\u0649 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u060c \u0628\u0644 \u064a\u0631\u0649 \u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645.<\/p>\n\n\n\n<p>\u062a\u064f\u062d\u0648\u0651\u0644 \u0643\u0644 \u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0628\u0643\u0633\u0644\u060c \u0648\u062a\u064f\u0635\u0628\u062d \u0643\u0644 \u0648\u062d\u062f\u0629 \u0628\u0643\u0633\u0644 \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0642\u064a\u0645 \u062a\u064f\u0645\u062b\u0644 \u0634\u062f\u0629 \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0623\u0648 \u0627\u0644\u0644\u0648\u0646. \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u0644\u0648\u0646\u0629 \u0644\u064a\u0633\u062a \u0635\u0648\u0631\u0629\u064b \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0628\u0644 \u0647\u064a \u0634\u0628\u0643\u0629 \u0645\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n\n\n\n<p>\u062a\u0639\u062a\u0645\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u062f\u0627\u062e\u0644 \u062a\u0644\u0643 \u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0643\u0627\u0644\u062d\u0648\u0627\u0641 \u0648\u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0646\u0633\u064a\u062c \u0648\u0627\u0644\u062a\u0628\u0627\u064a\u0646\u0627\u062a. \u0644\u064a\u0633 \u0644\u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0646\u0649\u060c \u0628\u0644 \u0644\u0623\u0646\u0647 \u064a\u062c\u062f \u0623\u0646\u0645\u0627\u0637\u064b\u0627 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u0646\u062a\u0638\u0645\u0629 \u062a\u0631\u062a\u0628\u0637 \u0628\u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a.<\/p>\n\n\n\n<p>\u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u0647\u0645 \u0644\u0623\u0646\u0647 \u064a\u063a\u064a\u0631 \u0637\u0631\u064a\u0642\u0629 \u062a\u0641\u0643\u064a\u0631\u0643 \u0641\u064a \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0625\u0630\u0627 \u0641\u0634\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0641\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0630\u0644\u0643 \u0628\u0633\u0628\u0628 \u0623\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u062a\u064a \u064a\u0631\u0627\u0647\u0627 \u063a\u064a\u0631 \u0645\u062a\u0633\u0642\u0629 \u0623\u0648 \u0645\u0634\u0648\u0634\u0629 \u0623\u0648 \u0645\u0636\u0644\u0644\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7-1024x683.png\" alt=\"\" class=\"wp-image-182119\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7-1024x683.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7-300x200.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7-768x512.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7-18x12.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1200_Image-Generation_remix_01kgewm9frfy9sre9hrdsayxc7.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u062e\u062a\u0631 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/h2>\n\n\n\n<p>\u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0634\u064a\u0648\u0639\u0627\u064b \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0648\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062e\u0627\u0637\u0626.<\/p>\n\n\n\n<p>\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0641\u0626\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/h3>\n\n\n\n<p>\u064a\u064f\u0633\u0646\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u0635\u0646\u064a\u0641\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0644\u0644\u0635\u0648\u0631\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627. \u0625\u0646\u0647 \u0628\u0633\u064a\u0637 \u0648\u0633\u0631\u064a\u0639 \u0648\u0641\u0639\u0627\u0644 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0639\u0646\u0635\u0631 \u0645\u062d\u0644 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0647\u0648 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0645\u0647\u064a\u0645\u0646 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0647\u062f<\/li>\n\n\n\n<li>\u0641\u062d\u0648\u0635\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u062f \u0623\u0648 \u0627\u0644\u063a\u064a\u0627\u0628<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Object Detection<\/h3>\n\n\n\n<p>\u064a\u062c\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u062f\u0629 \u0643\u0627\u0626\u0646\u0627\u062a \u0648\u064a\u0631\u0633\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0645\u062d\u064a\u0637\u0629 \u0628\u0647\u0627.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0639\u062f\u0651 \u0627\u0644\u0639\u0646\u0627\u0635\u0631<\/li>\n\n\n\n<li>\u062a\u062a\u0628\u0639 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u064a\u0648\u0628 \u0623\u0648 \u0627\u0644\u0623\u0635\u0648\u0644<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/h3>\n\n\n\n<p>\u064a\u062a\u0645 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0628\u0643\u0633\u0644. \u0647\u0630\u0627 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0623\u0643\u062b\u0631 \u062a\u0643\u0644\u0641\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u0633\u0627\u062d\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0623\u0634\u0643\u0627\u0644<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0637\u0628\u064a \u0623\u0648 \u0627\u0644\u0639\u0644\u0645\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0648\u0636\u0639\u064a\u0627\u062a<\/h3>\n\n\n\n<p>\u064a\u062d\u062f\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0642\u0627\u0637\u064b\u0627 \u0645\u062d\u062f\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0641\u0627\u0635\u0644 \u0623\u0648 \u0627\u0644\u0645\u0639\u0627\u0644\u0645.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0625\u064a\u0645\u0627\u0621\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u0627 \u0627\u0644\u062d\u064a\u0648\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u062a\u0639\u0642\u064a\u062f \u0623\u0643\u062b\u0631 \u0645\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u064a\u0647 \u0647\u0648 \u0637\u0631\u064a\u0642\u0629 \u0633\u0631\u064a\u0639\u0629 \u0644\u0625\u0628\u0637\u0627\u0621 \u0643\u0644 \u0634\u064a\u0621.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u064a\u0633\u062a \u0645\u0647\u0645\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0647\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0646\u0641\u0633\u0647.<\/h2>\n\n\n\n<p>\u062a\u062d\u0638\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645\u060c \u0644\u0643\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0628\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n\n\n\n<p>\u064a\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0642\u0648\u064a \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f\u0647 \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645. \u062d\u062a\u0649 \u0623\u0643\u062b\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0637\u0648\u0631\u0627\u064b \u0633\u062a\u0641\u0634\u0644 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0639\u064a\u0641\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0645\u062a\u0633\u0642\u0629.<\/p>\n\n\n\n<p>\u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u0645 \u0641\u0639\u0644\u0627\u064b:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n<p>\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u0643\u0648\u0646 \u0639\u0634\u0631\u0629 \u0622\u0644\u0627\u0641 \u0635\u0648\u0631\u0629 \u0645\u062a\u0634\u0627\u0628\u0647\u0629 \u0623\u0633\u0648\u0623 \u0645\u0646 \u0623\u0644\u0641\u064a \u0635\u0648\u0631\u0629 \u0645\u062e\u062a\u0644\u0641\u0629. \u0641\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u064a \u0627\u0644\u0632\u0648\u0627\u064a\u0627\u060c \u0648\u0638\u0631\u0648\u0641 \u0627\u0644\u0625\u0636\u0627\u0621\u0629\u060c \u0648\u0627\u0644\u062e\u0644\u0641\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0623\u0647\u0645 \u0645\u0646 \u0627\u0644\u0639\u062f\u062f \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0644\u0644\u0635\u0648\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0637\u0627\u0628\u0642 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0645\u0639 \u0627\u0644\u0648\u0627\u0642\u0639<\/h3>\n\n\n\n<p>\u0625\u0630\u0627 \u0627\u062e\u062a\u0644\u0641 \u0627\u0644\u0628\u0634\u0631 \u062d\u0648\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a\u060c \u0641\u0633\u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0643. \u0644\u0630\u0627 \u064a\u0646\u0628\u063a\u064a \u062f\u0645\u062c \u0627\u0644\u0641\u0626\u0627\u062a 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class=\"wp-block-heading\">\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u064a\u0633\u062a \u062a\u062c\u0645\u064a\u0644\u064a\u0629<\/h2>\n\n\n\n<p>\u0644\u0627 \u062a\u0642\u062a\u0635\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0639\u0644\u0649 \u062c\u0639\u0644 \u0627\u0644\u0635\u0648\u0631 \u062a\u0628\u062f\u0648 \u0623\u0646\u064a\u0642\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u062a\u0639\u0644\u0642 \u0623\u064a\u0636\u0627\u064b \u0628\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647 \u0648\u0625\u0628\u0631\u0627\u0632 \u0645\u0627 \u064a\u0647\u0645.<\/p>\n\n\n\n<p>\u062e\u0637\u0648\u0627\u062a \u0634\u0627\u0626\u0639\u0629 \u062a\u0633\u0627\u0639\u062f \u0628\u0627\u0644\u0641\u0639\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u0635\u0648\u0631 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062f\u0642\u0629 \u062b\u0627\u0628\u062a\u0629<\/li>\n\n\n\n<li>\u062a\u0637\u0628\u064a\u0639 \u0642\u064a\u0645 \u0627\u0644\u0628\u0643\u0633\u0644<\/li>\n\n\n\n<li>\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0648\u0636\u0639\u064a\u0629<\/li>\n\n\n\n<li>\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u063a\u064a\u0631 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u064a\u0633\u062a\u062d\u0642\u0651 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0647\u062a\u0645\u0627\u0645\u0627\u064b \u062e\u0627\u0635\u0627\u064b. \u0641\u0627\u0644\u062a\u062d\u0648\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0643\u0627\u0644\u062a\u062f\u0648\u064a\u0631 \u0648\u0627\u0644\u0642\u0644\u0628 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class=\"wp-block-heading\">\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0642\u0644 \u0623\u0647\u0645\u064a\u0629 \u0645\u0645\u0627 \u062a\u0639\u062a\u0642\u062f<\/h2>\n\n\n\n<p>\u0647\u0646\u0627\u0643 \u0625\u063a\u0631\u0627\u0621 \u0642\u0648\u064a \u0644\u0627\u062a\u0628\u0627\u0639 \u0623\u062d\u062f\u062b \u0637\u0631\u0627\u0632 \u0623\u0648 \u0623\u0643\u062b\u0631\u0647\u0627 \u0631\u0648\u0627\u062c\u0627\u064b. \u0642\u062f \u062a\u0628\u062f\u0648 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0625\u0639\u062c\u0627\u0628 \u0639\u0644\u0649 \u0627\u0644\u0648\u0631\u0642\u060c \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u0636\u0645\u0646 \u0646\u062a\u0627\u0626\u062c 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\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u062a\u0639\u0644\u0645\u060c \u0644\u0643\u0646\u0647 \u063a\u064a\u0631 \u0639\u0645\u0644\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629. \u062a\u064f\u0642\u0644\u0651\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u0633\u0651\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u062c\u0631\u064a\u0628.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u062c\u0627\u0648\u0632 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\u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf-1024x683.png\" alt=\"\" class=\"wp-image-182118\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf-1024x683.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf-300x200.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf-768x512.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf-18x12.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/20260202_1158_Image-Generation_remix_01kgewhj46frkbn922wnn1fzxf.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u064a\u064f\u063a\u064a\u0651\u0631 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0643\u0644 \u0634\u064a\u0621<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0627\u0630\u0627 \u062a\u062a\u0639\u0637\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0639\u062f \u0627\u0644\u0646\u0634\u0631\u061f<\/h3>\n\n\n\n<p>\u062a\u064f\u062d\u0642\u0642 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0623\u062f\u0627\u0621\u064b \u062c\u064a\u062f\u064b\u0627 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u062b\u0645 \u062a\u0646\u0647\u0627\u0631 \u062a\u0645\u0627\u0645\u064b\u0627 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\u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u0643\u0645\u0627 \u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0645\u0647\u0645 \u0639\u0646\u062f \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0637\u0631\u0641\u064a\u0629 \u0623\u0648 \u0623\u062c\u0647\u0632\u0629 \u0645\u062d\u0645\u0648\u0644\u0629. \u0648\u062a\u0641\u0631\u0636 \u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0645\u0645\u0643\u0646\u0629\u060c \u0648\u064a\u0635\u0628\u062d \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) 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\u0627\u0644\u062b\u0642\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u062c\u0639\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h3>\n\n\n\n<p>\u0625\u0646 \u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u0635\u064a\u063a \u0645\u062b\u0644 TensorFlow Lite \u0623\u0648 ONNX \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062e\u0637\u0648\u0629 \u062a\u0642\u0646\u064a\u0629 \u0641\u064a \u0646\u0647\u0627\u064a\u0629 \u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u0628\u0644 \u0647\u0648 \u062c\u0632\u0621 \u0623\u0633\u0627\u0633\u064a \u0645\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0642\u0627\u0628\u0644 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 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id=\"faq-question-1770026062460\"><strong class=\"schema-faq-question\">\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0645\u0639\u0645\u0627\u0631\u064a \u064a\u062c\u0628 \u0623\u0646 \u0623\u0633\u062a\u062e\u062f\u0645\u0647\u061f<\/strong> <p class=\"schema-faq-answer\">\u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639\u060c \u064a\u064f\u0639\u062f \u0627\u0644\u0628\u062f\u0621 \u0628\u0634\u0628\u0643\u0629 \u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 \u0645\u064f\u062b\u0628\u062a\u0629 \u0648\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0646\u0642\u0644 \u0646\u0647\u062c\u064b\u0627 \u0622\u0645\u0646\u064b\u0627 \u0648\u0641\u0639\u0627\u0644\u064b\u0627. \u0648\u0644\u0627 \u064a\u0646\u0628\u063a\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0625\u0644\u0627 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\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0635\u0648\u0631 \u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0644\u0645 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0644\u0644\u0623\u062e\u0637\u0627\u0621 \u0647\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0643\u0634\u0641\u064b\u0627.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770026077582\"><strong class=\"schema-faq-question\">\u0644\u0645\u0627\u0630\u0627 \u064a\u0639\u0645\u0644 \u0646\u0645\u0648\u0630\u062c\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0644\u0643\u0646\u0647 \u064a\u0641\u0634\u0644 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u062d\u062f\u062b \u0647\u0630\u0627 \u0639\u0627\u062f\u0629\u064b \u0644\u0623\u0646 \u0635\u0648\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u062a\u062e\u062a\u0644\u0641 \u0639\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0641\u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0625\u0636\u0627\u0621\u0629\u060c \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u060c \u0648\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631\u060c \u0623\u0648 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0643\u0644\u0647\u0627 \u0639\u0648\u0627\u0645\u0644 \u0642\u062f \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621. \u0647\u0630\u0627 \u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0634\u0627\u0626\u0639 \u0648\u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770026085231\"><strong class=\"schema-faq-question\">\u0647\u0644 \u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u0646\u0634\u0631 \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645. \u0627\u0644\u0646\u0634\u0631 \u0644\u064a\u0633 \u062e\u0637\u0648\u0629 \u0646\u0647\u0627\u0626\u064a\u0629 \u064a\u0645\u0643\u0646 \u062a\u062c\u0627\u0647\u0644\u0647\u0627 \u062d\u062a\u0649 \u0627\u0644\u0646\u0647\u0627\u064a\u0629. \u0641\u0645\u062d\u062f\u0648\u062f\u064a\u0629 \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0648\u0633\u0631\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0643\u0644\u0647\u0627 \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u062f\u0631\u064a\u0628\u0647.<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Image recognition sounds intimidating at first. Neural networks, datasets, training loops, GPUs &#8211; it can feel like a lot before you even write a line of code. But in practice, building an image recognition AI is more about making good decisions step by step than mastering everything at once. At its core, image recognition is [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":182120,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-182115","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Build an Image Recognition AI from Scratch<\/title>\n<meta name=\"description\" content=\"A practical guide to building an image recognition AI, from data and models to training, testing, and real-world deployment.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ar\/how-to-make-an-image-recognition-ai\/\" 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