{"id":180254,"date":"2025-08-20T14:06:04","date_gmt":"2025-08-20T14:06:04","guid":{"rendered":"https:\/\/flypix.ai\/?p=180254"},"modified":"2026-09-23T22:56:33","modified_gmt":"2026-09-23T22:56:33","slug":"best-annotation-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/best-annotation-tools\/","title":{"rendered":"12 Best Annotation Tools (2026)"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u064f\u0639\u062f\u0651 \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064b\u0627 \u0644\u0644\u0648\u0642\u062a\u060c \u0648\u0625\u0646 \u0643\u0627\u0646 \u0636\u0631\u0648\u0631\u064a\u064b\u0627. \u0633\u0648\u0627\u0621\u064b \u0643\u0646\u062a \u062a\u064f\u0635\u0646\u0651\u0641 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0645\u0629 \u064a\u064f\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627. \u0644\u0627 \u062a\u064f\u0633\u0627\u0639\u062f \u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u064b\u0627 \u062f\u0642\u0629 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u0648\u062c\u0627\u0647\u0632\u064a\u062a\u0647\u0627 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0633\u062a\u0639\u0631\u0636 \u0628\u0639\u0636\u064b\u0627 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0648\u0632\u064a\u0627\u062f\u0629 \u0643\u0641\u0627\u0621\u062a\u0647\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp\" alt=\"\" class=\"wp-image-180070\" style=\"width:268px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp 237w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo-18x3.webp 18w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a FlyPix AI\u060c \u0623\u0646\u0634\u0623\u0646\u0627 \u0645\u0646\u0635\u0629\u064b \u062a\u064f\u0628\u0633\u0651\u0637 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0648\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0645\u0644\u064a\u0629. \u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u060c \u0648\u0631\u0635\u062f \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0634\u0630\u0648\u0630\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0645\u064f\u0641\u0635\u0651\u0644 \u0644\u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636\u060c \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a. \u0639\u0646\u062f\u0645\u0627 \u0646\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u064a\u064f\u0639\u062f FlyPix AI \u0645\u0646 \u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u064a \u0646\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627\u060c \u0625\u0630 \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0628\u062f\u0648\u0646 \u0628\u0631\u0645\u062c\u0629 \u062a\u064f\u0633\u0647\u0651\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0627 \u064a\u0645\u064a\u0632 FlyPix AI \u062d\u0642\u064b\u0627 \u0647\u0648 \u062a\u0639\u062f\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647. \u0641\u0647\u0648 \u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0648\u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0646\u0627 \u0628\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0628\u0641\u0636\u0644 \u062a\u062d\u0644\u064a\u0644\u0627\u062a\u0647 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0648\u0645\u064a\u0632\u0627\u062a\u0647 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a - \u0643\u0644 \u0630\u0644\u0643 \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 \u0648\u0627\u062d\u062f\u0629. \u0625\u0646\u0647\u0627 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u062a\u0648\u0641\u0631 \u0644\u0646\u0627 \u0643\u0644 \u0645\u0627 \u064a\u0644\u0632\u0645 \u0644\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/p>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"181651\" class=\"elementor elementor-181651\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-124e952 pricing-table e-flex e-con-boxed e-con e-parent\" data-id=\"124e952\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9f3083e e-con-full e-flex e-con e-child\" data-id=\"9f3083e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cfea685 e-con-full e-flex e-con e-child\" data-id=\"cfea685\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-636e4c6 elementor-widget elementor-widget-heading\" data-id=\"636e4c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fbc6a6a e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"fbc6a6a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68b7c1e e-con-full e-flex e-con e-child\" data-id=\"68b7c1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9321e5 elementor-widget elementor-widget-text-editor\" data-id=\"b9321e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tPricing in \u20ac EUR\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60d1356 e-con-full pricing_table_column e-flex e-con e-child\" data-id=\"60d1356\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b5ee855 e-con-full Starter e-flex e-con e-child\" data-id=\"b5ee855\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b70a40 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"7b70a40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-7b70a40\" class=\"pricing-title\"><strong>\u0628\u062f\u0627\u064a\u0629<\/strong> <br>\u062a\u062e\u0632\u064a\u0646 <br> <strong>10 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>100 \u064a\u0648\u0631\u0648\/\u0645\u0633\u062a\u062e\u062f\u0645\/\u0634\u0647\u0631\u064a\u064b\u0627<\/b><\/span><br> <strong>50 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629<\/strong> <br> <span class=\"giga\">~1 \u062c\u064a\u062c\u0627\u0628\u0643\u0633\u0644<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8edaa2\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8edaa2 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Starter Storage  10 GB  &nbsp;\">\u0627\u0634\u062a\u0631\u0627\u0643<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629:<\/strong>\n<ul>\n \t<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/li>\n \t<li>\u062a\u0635\u062f\u064a\u0631 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a<\/li>\n \t<li>\u0627\u0644\u062f\u0639\u0645 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u062e\u0644\u0627\u0644 5 \u0623\u064a\u0627\u0645 \u0639\u0645\u0644<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4db0b51 e-con-full Standard e-flex e-con e-child\" data-id=\"4db0b51\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9dfd4f0 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"9dfd4f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-9dfd4f0\" class=\"pricing-title\"><strong>\u0645\u0639\u064a\u0627\u0631<\/strong> <br>\u062a\u062e\u0632\u064a\u0646 <br> <strong>120 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>500 \u064a\u0648\u0631\u0648\/\u0645\u0633\u062a\u062e\u062f\u0645\u0627\u0646\/\u0634\u0647\u0631\u064a\u064b\u0627<\/b><\/span><br> <strong style=\"margin-left: -20px\">500 + 100 \u0646\u0642\u0637\u0629<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">~\u062d\u062a\u0649 12 \u062c\u064a\u062c\u0627\u0628\u0643\u0633\u0644<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8ee5cd\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8ee5cd button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Standard Storage  120 GB  &nbsp;\">\u0627\u0634\u062a\u0631\u0627\u0643<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629:<\/strong>\n<ul>\n \t<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641<\/li>\n \t<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u062e\u0631\u0627\u0626\u0637<\/li>\n \t<li>\u0627\u0644\u062f\u0639\u0645 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u062e\u0644\u0627\u0644 \u064a\u0648\u0645\u064a \u0639\u0645\u0644<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-944b67f e-con-full Pro e-flex e-con e-child\" data-id=\"944b67f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e68736b elementor-widget elementor-widget-tp-pricing-table\" data-id=\"e68736b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-e68736b\" class=\"pricing-title\"><strong>\u0645\u062d\u062a\u0631\u0641<\/strong> <br>\u062a\u062e\u0632\u064a\u0646 <br> <strong>600 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\" style=\"margin-left: -2px\"><b>2000 \u064a\u0648\u0631\u0648\/5 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\/\u0634\u0647\u0631\u064a\u064b\u0627<\/b><\/span><br> <strong style=\"margin-left: -20px\">2000 + 1000 \u0631\u0635\u064a\u062f<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">~\u062d\u062a\u0649 60 \u062c\u064a\u062c\u0627\u0628\u0643\u0633\u0644<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8ef064\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8ef064 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Pro Storage  600 GB  &nbsp;\">\u0627\u0634\u062a\u0631\u0627\u0643<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\"><span data-mce-type=\"bookmark\" style=\"display: inline-block;width: 0px;overflow: hidden;line-height: 0\" class=\"mce_SELRES_start\"><\/span>\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629:<\/strong>\n<ul>\n \t<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/li>\n \t<li>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n \t<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0648\u0642\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0627 \u064a\u062a\u062c\u0627\u0648\u0632 \u0633\u0627\u0639\u0629 \u0648\u0627\u062d\u062f\u0629<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d284af e-con-full Enterprise e-flex e-con e-child\" data-id=\"1d284af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8187df7 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"8187df7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-8187df7\" class=\"pricing-title\"><strong>\u0645\u064e\u0634\u0631\u064f\u0648\u0639<\/strong> <br>\u062a\u062e\u0632\u064a\u0646 <br> <strong>\u0645\u0637\u0644\u0642<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u062d\u0642\u0648\u0642 \u0627\u0644\u0646\u0634\u0631:<\/b><\/span> <br> <strong>\u0645\u0637\u0644\u0642<\/strong> <span class=\"giga\"><br><b>\u0645\u0642\u0627\u0639\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/b> <\/span><br> \u0645\u0637\u0644\u0642<br><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8efa78\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8efa78 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Enterprise Storage  Unlimited  &nbsp;\">\u0627\u0634\u062a\u0631\u0627\u0643<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n\n&nbsp;\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629:<\/strong>\n<ul>\n \t<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/li>\n \t<li>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n \t<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0648\u0642\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0627 \u064a\u062a\u062c\u0627\u0648\u0632 \u0633\u0627\u0639\u0629 \u0648\u0627\u062d\u062f\u0629<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0646\u0635\u0629 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u064a\u0641\u064a \u0627\u0644\u0641\u0627\u0626\u0642<\/li>\n\n\n\n<li>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u064a\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0648\u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u062a\u062a\u0628\u0639 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a<\/li>\n\n\n\n<li>Custom AI model development<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/li>\n\n\n\n<li>\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u064a\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629 \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0634\u0631\u062d \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u062a\u0628\u0639 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">flypix.ai<\/a><\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0634\u0627\u0631\u0639 \u0631\u0648\u0628\u0631\u062a \u0628\u0648\u0634. 7\u060c 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 2776497<\/li>\n\n\n\n<li>\u0628\u0631\u064a\u062f \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a>&nbsp;<\/li>\n\n\n\n<li>\u064a\u0646\u0643\u062f\u064a\u0646: <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0645\u0639 FlyPix!<br>\n<span style=\"color:var( --e-global-color-accent )\">\u0627\u0628\u062f\u0623 \u062a\u062c\u0631\u0628\u062a\u0643 \u0627\u0644\u064a\u0648\u0645<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u062c\u0631\u0628 \u0627\u0644\u0622\u0646<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0623\u062f\u0627\u0629<\/th><th>Category<\/th><th class=\"translation-block\"><span class=\"main-heading\" style=\"font-size:40px;font-family: Archivo, sans-serif;font-family: Archivo, sans-serif;font-weight: 700;font-size: 42px;line-height: 1.3;letter-spacing: 1px;text-align: center\"><span style=\"color:#1790a3;font-size:40px;font-family: Archivo, sans-serif\"> \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/th><th>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/th><th>Unique Differentiator<\/th><th>\u0627\u0644\u062a\u0643\u0627\u0645\u0644\u0627\u062a<\/th><\/tr><\/thead><tbody><tr><td><strong>\u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/td><td>Geospatial image annotation and AI model training<\/td><td>AI-assisted auto-annotation; bounding boxes, polygons, and segmentation masks; class and attribute labeling; review and QA workflow; georeferenced dataset export<\/td><td>Geospatial analysts, ML teams, agriculture, mining, construction, mapping, urban planning, and remote-sensing projects<\/td><td>No-code annotation and custom AI model training for satellite, aerial, drone, multispectral, hyperspectral, SAR, and LiDAR imagery<\/td><td>GIS pipelines; API; vector-layer export<\/td><\/tr><tr><td><strong>CVAT<\/strong><\/td><td>Open-source computer vision annotation<\/td><td>Image and video annotation; object detection and segmentation; tracking; 20+ export formats; cloud-storage support<\/td><td>Computer vision teams, ML researchers, enterprises, and collaborative annotation teams<\/td><td>Open-source annotation platform with integrations for model-assisted annotation and external dataset storage<\/td><td>Amazon S3; Azure Blob Storage; Google Cloud Storage; FiftyOne; Hugging Face; Roboflow<\/td><\/tr><tr><td><strong>Roboflow<\/strong><\/td><td>Computer vision dataset management and annotation<\/td><td>Image annotation; model-assisted labeling; video frame extraction; preprocessing and augmentation; hosted inference and edge deployment<\/td><td>Computer vision developers, ML teams, robotics teams, and enterprises<\/td><td>Combines annotation, dataset management, model training, inference, and deployment in one computer-vision workflow<\/td><td>Hugging Face; Google Cloud Vision; Azure Vision; AWS S3; Amazon SageMaker; Zapier; CVAT; NVIDIA Jetson; iOS; Kubernetes<\/td><\/tr><tr><td><strong>LabelMe<\/strong><\/td><td>Open-source image annotation<\/td><td>Polygon, rectangle, circle, line, and point annotation; image classification flags; video annotation; GUI customization; VOC and COCO export<\/td><td>Researchers, developers, and teams needing a lightweight open-source image annotation tool<\/td><td>Python\/Qt-based open-source application with broad annotation primitives and local installation options<\/td><td>Python; Qt; Docker; Anaconda<\/td><\/tr><tr><td><strong>VGG Image Annotator (VIA)<\/strong><\/td><td>Browser-based multimedia annotation<\/td><td>Image annotation; video annotation; audio annotation; face annotation; face-track annotation<\/td><td>Researchers, students, and users handling smaller multimedia annotation projects<\/td><td>Runs directly in the browser and is distributed as a lightweight standalone application without a server backend<\/td><td>OCO; Python; VGG Frontend<\/td><\/tr><tr><td><strong>\u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/td><td>Managed AI data annotation and data engine<\/td><td>Image, video, text, and LiDAR annotation; data curation; model evaluation; RLHF; red teaming<\/td><td>ML teams, enterprises, autonomous systems, robotics, government, and generative-AI developers<\/td><td>Combines human expert annotation with data curation, model evaluation, and generative-AI data services<\/td><td>Custom ML\/data workflows; external customer data sources<\/td><\/tr><tr><td><strong>Label Studio<\/strong><\/td><td>Open-source multimodal data labeling<\/td><td>Image, video, audio, text, and time-series labeling; customizable interfaces; cloud-storage connections; model-assisted labeling; ML workflow integrations<\/td><td>ML engineers, data scientists, researchers, and enterprise data-labeling teams<\/td><td>Supports many data types through a configurable labeling interface and an extensible integration ecosystem<\/td><td>Amazon S3; Azure Blob Storage; Google Cloud Storage; Databricks; Redis; Hugging Face; Amazon SageMaker; TensorFlow; Kubernetes; Docker<\/td><\/tr><tr><td><strong>MONAI Label<\/strong><\/td><td>AI-assisted medical image annotation<\/td><td>Interactive and automated segmentation; active learning; custom model inference; medical image labeling apps; model fine-tuning from user interactions<\/td><td>Healthcare researchers, clinicians, medical-imaging developers, and clinical AI teams<\/td><td>Built specifically around medical imaging and continuous AI-assisted annotation workflows<\/td><td>CVAT; MONAI Model Zoo; 3D Slicer; OHIF<\/td><\/tr><tr><td><strong>\u0645\u0644\u0627\u062d\u0638\u0629<\/strong><\/td><td>Web-based image and screenshot annotation<\/td><td>Arrows, lines, ellipses, rectangles, highlights, freehand drawing; blur and spot tools; numbered pins; cropping; screenshot capture<\/td><td>Individuals, designers, developers, support teams, and users creating visual feedback or bug reports<\/td><td>Browser-based annotation that can work without an account and supports offline image annotation<\/td><td>Amazon S3; browser screenshot capture<\/td><\/tr><tr><td><strong>RectLabel<\/strong><\/td><td>macOS image annotation<\/td><td>SAM 3 text and box prompts; SAM 2 segmentation; automatic labeling with Core ML models; tracking; OCR; oriented bounding boxes; YOLO, COCO, CreateML, and DOTA export<\/td><td>macOS-based computer vision and ML developers, including aerial-imagery projects<\/td><td>Native macOS workflow with AI-assisted labeling and direct support for multiple modern computer-vision model formats<\/td><td>Apple Core ML; YOLO; COCO; CreateML; DOTA<\/td><\/tr><tr><td><strong>Scalabel<\/strong><\/td><td>Open-source 2D and 3D annotation<\/td><td>2D bounding boxes; 2D polygons and polylines; 3D point-cloud bounding boxes; object tracking; real-time collaboration; Python API<\/td><td>Computer vision researchers and teams working with autonomous-driving and 2D\/3D datasets<\/td><td>Supports both 2D image and 3D point-cloud annotation with synchronized collaborative sessions<\/td><td>Python API; BDD100K<\/td><\/tr><tr><td><strong>SuperAnnotate<\/strong><\/td><td>Enterprise AI data annotation and data infrastructure<\/td><td>Multimodal labeling; dataset curation and QA; AI-assisted annotation; model evaluation; RLHF\/SFT workflows; data orchestration<\/td><td>Enterprise AI\/ML teams, model developers, and organizations managing large training datasets<\/td><td>Combines annotation, AI evaluation, data orchestration, and model-agnostic workflows<\/td><td>AWS S3; Google Cloud Storage; Azure; Databricks; Snowflake; NVIDIA; GCP; IBM; custom connectors<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg\" alt=\"\" class=\"wp-image-180235\" style=\"width:149px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u0636\u0631\u064a\u0628\u0629 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0636\u0627\u0641\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CVAT (\u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629) \u0647\u064a \u0645\u0646\u0635\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0635\u0645\u0645\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627 \u0648\u062a\u062a\u0628\u0639\u0647\u0627. \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0634\u0631\u062d \u0645\u0631\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0628\u0647 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062f\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0627 \u064a\u0645\u064a\u0632 CVAT \u0647\u0648 \u0642\u0627\u0628\u0644\u064a\u062a\u0647 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u062f\u0639\u0645\u0647 \u0644\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629. \u0643\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642\u060c \u0648\u0647\u0648 \u0623\u0645\u0631\u064c \u0623\u0633\u0627\u0633\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0633\u0627\u0647\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646. \u0648\u0644\u0623\u0646\u0647 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0641\u0625\u0646 CVAT \u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u064a\u0648\u0641\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062e\u0635\u064a\u0635\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0643\u064a\u064a\u0641\u0647 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062e\u0635\u064a\u0635<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u062a\u0628\u0639\u0647\u0627<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0628\u062d\u062b\u064a\u0629 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.cvat.ai<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/cvat-ai<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/cvat.corp<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg\" alt=\"\" class=\"wp-image-174677\" style=\"width:141px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u0631\u0648\u0628\u0648\u0641\u0644\u0648<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Roboflow \u0647\u064a \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062c\u0647\u064a\u0632\u0647\u0627 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627. \u062a\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 Roboflow \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u0646\u0638\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 TensorFlow \u0648PyTorch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0643\u0645\u0646 \u0642\u0648\u0629 Roboflow \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u064a\u0632\u0627\u062a \u0644\u0623\u062a\u0645\u062a\u0629 \u0628\u0639\u0636 \u062c\u0648\u0627\u0646\u0628 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0648\u0633\u0645\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0642\u062a \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062f\u0639\u0645 \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 TensorFlow \u0648 PyTorch<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u062a\u0633\u0631\u064a\u0639 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0643\u0644 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0630\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u063a\u064a\u0631\u0629 \u0648\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: roboflow.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/roboflow-ai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/roboflow<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png\" alt=\"\" class=\"wp-image-180244\" style=\"width:154px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u0644\u0627\u0628\u0644 \u0645\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LabelMe \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u064f\u0637\u0648\u0651\u0631\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u062e\u0627\u0635\u0629\u064b \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u064a\u0637\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u0627\u0644\u062e\u0637\u0648\u0637. \u062a\u062a\u0645\u064a\u0632 LabelMe \u0628\u0628\u0633\u0627\u0637\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062d\u0644\u0627\u064b \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 LabelMe \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629. \u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0641\u0631\u0642 \u0630\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0623\u0648 \u0644\u0645\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0628\u0633\u064a\u0637\u0629 \u0644\u0645\u0647\u0627\u0645\u0647\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0637\u0648\u0637<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0645\u062b\u0627\u0644\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0641\u0639\u0627\u0644\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<a href=\"http:\/\/www.labelme.io\"> <\/a>labelme.io<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: kentaro@labelme.io<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/labelmeai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"355\" height=\"142\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png\" alt=\"\" class=\"wp-image-180250\" style=\"width:207px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png 355w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-300x120.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-18x7.png 18w\" sizes=\"(max-width: 355px) 100vw, 355px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u0645\u064f\u0639\u0644\u0650\u0651\u0642 \u0627\u0644\u0635\u0648\u0631 VGG (VIA)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u064f\u0639\u0644\u0650\u0651\u0645 \u0627\u0644\u0635\u0648\u0631 VGG (VIA) \u0647\u0648 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0637\u0648\u0631\u062a\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0623\u0643\u0633\u0641\u0648\u0631\u062f. \u062a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627\u060c \u0648\u0647\u064a \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a. \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 VIA \u062a\u062b\u0628\u064a\u062a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0650\u0651\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u0646 \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0648\u0647\u064a \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0628\u0633\u064a\u0637\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0646\u0627\u0645\u062c VIA \u0628\u0633\u064a\u0637 \u0648\u0639\u0645\u0644\u064a\u060c \u0648\u064a\u0648\u0641\u0631 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631. \u0648\u0631\u063a\u0645 \u0623\u0646\u0647 \u0644\u064a\u0633 \u063a\u0646\u064a\u064b\u0627 \u0628\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0643\u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0628\u0633\u0627\u0637\u062a\u0647 \u062a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0641\u0639\u0627\u0644\u064b\u0627 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0635\u063a\u064a\u0631\u0629 \u0627\u0644\u062d\u062c\u0645 \u0623\u0648 \u0644\u0645\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0633\u0631\u064a\u0639 \u0648\u0627\u0644\u0641\u0639\u0627\u0644<\/li>\n\n\n\n<li>\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0623\u064a \u0634\u062e\u0635<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0635\u063a\u064a\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0645\u0644 \u0645\u0628\u0627\u0634\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.robots.ox.ac.uk\/~vgg\/software\/via<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: vgg-webmasters@robots.ox.ac.takethisout.uk<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/Oxford_VGG<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png\" alt=\"\" class=\"wp-image-179220\" style=\"width:153px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scale AI \u0647\u064a \u0645\u0646\u0635\u0629 \u062a\u064f\u0642\u062f\u0645 \u062e\u062f\u0645\u0627\u062a \u0634\u0631\u062d \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0635\u064f\u0645\u0645\u062a \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629\u060c \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u062d\u064a\u062b \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635. \u062a\u0633\u062a\u062e\u062f\u0645 Scale AI \u0645\u0632\u064a\u062c\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u064f\u0639\u0644\u0642\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0648\u0635\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u064f\u0631\u0643\u0632 Scale AI \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0634\u0631\u062d \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629. \u0628\u0641\u0636\u0644 \u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0627\u0644\u0642\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u062a\u064f\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0641\u0631\u0642 \u0639\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062c\u0627\u0647\u0632\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u064f\u062a\u0646\u0648\u0639\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u0639\u0644\u0642\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0622\u0644\u064a\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0648\u062a\u062a\u0637\u0644\u0628 \u062a\u0635\u0646\u064a\u0641\u064b\u0627 \u0633\u0631\u064a\u0639\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635)<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u062d\u0644 \u062a\u0648\u0636\u064a\u062d\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: scale.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/scaleai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/scale_ai<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/scaleapi<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"92\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png\" alt=\"\" class=\"wp-image-180234\" style=\"width:310px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png 548w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-300x50.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-18x3.png 18w\" sizes=\"(max-width: 548px) 100vw, 548px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Label Studio \u0623\u062f\u0627\u0629\u064c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u064f\u0645\u0643\u0651\u0646\u0643 \u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627. \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629\u064b \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u064f\u0645\u0643\u0651\u0646\u0643 \u0645\u0646 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u062f\u0639\u0645 Label Studio \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639\u060c \u0645\u0646 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062a\u0645\u064a\u0632 Label Studio \u0628\u0645\u0631\u0648\u0646\u062a\u0647\u0627 \u0627\u0644\u0641\u0627\u0626\u0642\u0629. \u0641\u0647\u064a \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u062e\u0635\u064a\u0635 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u0643. \u0625\u0646\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0623\u0648 \u0623\u064a \u0634\u062e\u0635 \u0630\u064a \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0645\u062d\u062f\u0648\u062f\u0629 \u064a\u0631\u063a\u0628 \u0641\u064a \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0628\u062f\u0631\u062c\u0629 \u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0646\u0635<\/li>\n\n\n\n<li>\u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u064a\u0646 \u0623\u0639\u0636\u0627\u0621 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u0631\u0646\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u062a\u0627\u062d<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0635\u0648\u062a)<\/li>\n\n\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u0645\u062c\u0627\u0646\u064a \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0631\u0646\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: labelstud.io<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/heartex<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/labelstudiohq<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"398\" height=\"126\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png\" alt=\"\" class=\"wp-image-180251\" style=\"width:213px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png 398w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-300x95.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-18x6.png 18w\" sizes=\"(max-width: 398px) 100vw, 398px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u0645\u0644\u0635\u0642 \u0645\u0648\u0646\u0627\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\u0644 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0635\u0645\u0645\u0629 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0647\u064a \u062c\u0632\u0621 \u0645\u0646 \u0625\u0637\u0627\u0631 \u0645\u0648\u0646\u0627\u064a \u0627\u0644\u0630\u064a \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u0643\u0634\u0641. \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\u0644 \u0645\u0639 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0642\u064a\u0651\u0645\u0629 \u0644\u0645\u062a\u062e\u0635\u0635\u064a \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0634\u0631\u062d \u062f\u0642\u064a\u0642 \u0644\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0627 \u064a\u0645\u064a\u0632 MONAI Label \u0647\u0648 \u062a\u0631\u0643\u064a\u0632\u0647 \u0639\u0644\u0649 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644\u0647 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0631\u0646\u064a\u0646 \u0627\u0644\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0642\u0637\u0639\u064a \u0627\u0644\u0645\u062d\u0648\u0633\u0628 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0635\u064a\u063a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a. \u062a\u0648\u0641\u0631 \u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0628\u064a \u0623\u0648 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u0643\u0634\u0641<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/li>\n\n\n\n<li>\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0637\u0628\u064a<\/li>\n\n\n\n<li>\u0633\u064a\u0631 \u0639\u0645\u0644 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0645\u062d\u062f\u062f\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0628\u0627\u0644\u0631\u0646\u064a\u0646 \u0627\u0644\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0642\u0637\u0639\u064a \u0627\u0644\u0645\u062d\u0648\u0633\u0628 \u0648\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: monai.io<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/projectmonai<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/ProjectMONAI<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg\" alt=\"\" class=\"wp-image-180252\" style=\"width:138px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-12x12.jpg 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u0623\u0646\u0648\u062a\u0644\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Annotely \u0623\u062f\u0627\u0629 \u0645\u0631\u0646\u0629 \u0648\u0628\u0633\u064a\u0637\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a\u060c \u0648\u0647\u064a \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0629 Annotely \u0627\u0644\u0628\u062f\u064a\u0647\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0633\u0631\u0639\u0629 \u062a\u0639\u0644\u0645\u0647\u0645 \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0641\u0631\u0642 \u0630\u0627\u062a \u0627\u0644\u062e\u0628\u0631\u0629 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u062a\u062a\u064a\u062d \u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0628\u0641\u0636\u0644 \u0639\u0631\u0636\u0647\u0627 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u060c \u062a\u064f\u0635\u0628\u062d Annotely \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u062a\u0639\u0644\u064a\u0642 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n\n\n\n<li>\u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0645\u062b\u0627\u0644\u064a \u0644\u0645\u0647\u0627\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u062d\u0644 \u062a\u0648\u0636\u064a\u062d\u064a \u0645\u062c\u0627\u0646\u064a \u0648\u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: annotely.com<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/@annotely<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"192\" height=\"192\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png\" alt=\"\" class=\"wp-image-180245\" style=\"width:143px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png 192w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-12x12.png 12w\" sizes=\"(max-width: 192px) 100vw, 192px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u0645\u0644\u0635\u0642 \u0627\u0644\u0645\u0633\u062a\u0637\u064a\u0644<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RectLabel \u0623\u062f\u0627\u0629\u064c \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u0635\u0645\u0645\u0629\u064c \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0646\u0638\u0627\u0645 macOS. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629\u064b \u0645\u0646 \u0627\u0644\u0634\u0631\u062d\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u064f\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0647\u064a \u0645\u064f\u0646\u0627\u0633\u0628\u0629\u064c \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631. \u064a\u062a\u0643\u0627\u0645\u0644 RectLabel \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 TensorFlow\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u064f\u0634\u0631\u062d\u0629 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0635\u064f\u0645\u0645 RectLabel \u0644\u064a\u0643\u0648\u0646 \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0633\u064a\u0637\u0629 \u062a\u064f\u062a\u064a\u062d \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0628\u0633\u0631\u0639\u0629. \u064a\u064f\u0639\u062f \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a macOS \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0634\u0631\u062d \u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645\u060c \u0643\u0645\u0627 \u0623\u0646 \u0625\u0639\u062f\u0627\u062f\u0647 \u0627\u0644\u0628\u0633\u064a\u0637 \u064a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0628\u062f\u0621 \u0641\u064a \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0646\u0638\u0627\u0645 macOS<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 TensorFlow \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629<\/li>\n\n\n\n<li>\u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0633\u062a\u062e\u062f\u0645\u0648 macOS \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<a href=\"http:\/\/www.scalabel.ai\"> <\/a>rectlabel.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png\" alt=\"\" class=\"wp-image-180249\" style=\"width:137px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png 224w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-12x12.png 12w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631. \u062a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0634\u0631\u062d\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u062a\u064a\u062d \u0645\u064a\u0632\u0627\u062a \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0643\u0627\u0645\u0644 \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u062c\u064a\u062f\u064b\u0627 \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0635\u0646\u0651\u0641\u0629 \u0628\u0633\u0631\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u0637\u0628\u064a\u0639\u062a\u0647 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0636\u0645\u0646 \u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<a href=\"http:\/\/www.scalabel.ai\"> <\/a>www.scalabel.ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"74\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png\" alt=\"\" class=\"wp-image-169550\" style=\"width:273px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png 318w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-300x70.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-18x4.png 18w\" sizes=\"(max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u0633\u0648\u0628\u0631 \u0623\u0646\u0648\u062a\u064a\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SuperAnnotate \u0623\u062f\u0627\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u062a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u064a\u0648\u0641\u0631 SuperAnnotate \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u0643\u0641\u0627\u0621\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0623\u0628\u0631\u0632 \u0645\u064a\u0632\u0627\u062a SuperAnnotate \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0634\u0631\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u064a\u062f\u0648\u064a. \u0647\u0630\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0631\u0627\u0626\u0639\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0623\u0648 \u0644\u062f\u064a\u0647\u0627 \u0645\u0648\u0627\u0639\u064a\u062f \u0646\u0647\u0627\u0626\u064a\u0629 \u0636\u064a\u0642\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u062f\u0639\u0645 SuperAnnotate \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0639\u062f\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0631\u062d \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062f\u0639\u0645 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0648\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/li>\n\n\n\n<li>\u0623\u062f\u0648\u0627\u062a \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a<\/li>\n\n\n\n<li>\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0645\u0639 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0646\u0635\u0629 \u0634\u0631\u062d \u0645\u0631\u0646\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.superannotate.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/superannotate<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/superannotate<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/superannotate<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0633\u062a\u0646\u062a\u0627\u062c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062f\u0627\u0629 \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u062a\u064f\u062d\u0633\u0651\u0646 \u0643\u0641\u0627\u0621\u0629 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638 \u0648\u062a\u0636\u0645\u0646 \u062f\u0642\u062a\u0647\u0627. \u0633\u0648\u0627\u0621\u064b \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0623\u0648 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627\u060c \u0641\u0625\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631\u064c \u0623\u0633\u0627\u0633\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u064f\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0625\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u0645\u064f\u0635\u0645\u0645\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062c\u0645\u0627\u0639\u064a\u060c \u062a\u064f\u0648\u0641\u0631 \u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0645\u0631\u0648\u0646\u0629\u064b \u0648\u0633\u0647\u0648\u0644\u0629\u064b \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062a\u0643\u0627\u0645\u0644\u0627\u064b \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0628\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u064f\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u0634\u0631\u0648\u0639\u0643\u060c \u064a\u064f\u0645\u0643\u0646\u0643 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627.<\/p>","protected":false},"excerpt":{"rendered":"<p>When diving into machine learning or AI projects, one of the most time-consuming yet essential tasks is data annotation. Whether you&#8217;re labeling images, videos, or text, choosing the right tool for the job can make a huge difference. The best annotation tools not only help speed up the process but also ensure your labeled data [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":180255,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-180254","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 v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top 12 Annotation Tools (2026)<\/title>\n<meta name=\"description\" content=\"Explore the best annotation tools to streamline your data labeling process and improve the efficiency of your machine learning and AI projects.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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