{"id":180247,"date":"2026-02-25T10:41:38","date_gmt":"2026-02-25T10:41:38","guid":{"rendered":"https:\/\/flypix.ai\/?p=180247"},"modified":"2026-02-25T14:02:44","modified_gmt":"2026-02-25T14:02:44","slug":"free-annotation-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/free-annotation-tools\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a"},"content":{"rendered":"<p>\u0625\u0630\u0627 \u0643\u0646\u062a\u064e \u062a\u062a\u0639\u0645\u0642 \u0641\u064a \u0645\u062c\u0627\u0644 \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 \u0641\u0633\u062a\u062f\u0631\u0643 \u0633\u0631\u064a\u0639\u064b\u0627 \u0623\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0637\u0648\u0629 \u0628\u0627\u0644\u063a\u0629 \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u062a\u0633\u0627\u0639\u062f\u0643 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0635\u0648\u0631\u0643 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062c\u0627\u0647\u0632\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c\u0643. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u062a\u0623\u062a\u064a \u0628\u0623\u0633\u0639\u0627\u0631 \u0628\u0627\u0647\u0638\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u0639\u0629. \u062a\u0633\u0627\u0639\u062f\u0643 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0639\u0645\u0644 \u062f\u0648\u0646 \u062a\u0643\u0644\u0641\u0629 \u0628\u0627\u0647\u0638\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u0635\u063a\u064a\u0631 \u0623\u0648 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062d\u0644 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631. \u062f\u0639\u0648\u0646\u0627 \u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0648\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0647\u0627 \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a\u0643.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"590\" height=\"125\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif\" alt=\"\" class=\"wp-image-182258\" style=\"aspect-ratio:4.720165745856353;width:336px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif 590w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-300x64.avif 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-18x4.avif 18w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/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>\u0641\u064a FlyPix AI\u060c \u0646\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0645\u0633\u062a\u0641\u064a\u062f\u064a\u0646 \u0645\u0646 \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 \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629. \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0646\u0627 \u0641\u064a \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 \u0648\u0647\u0648 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \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\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 FlyPix AI \u0645\u0646\u0635\u0629 \u0645\u062f\u0641\u0648\u0639\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0642\u064a\u0651\u0645\u0629 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0643\u0623\u062f\u0648\u0627\u062a \u0634\u0631\u062d \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0628\u062f\u0623 \u062d\u062f\u064a\u062b\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \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\n<p>\u0646\u064f\u0642\u062f\u0651\u0631 FlyPix AI \u0644\u0645\u0646\u0635\u062a\u0647\u0627 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0628\u0631\u0645\u062c\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0645\u0643\u0651\u0646\u0646\u0627 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u064f\u062e\u0635\u0635\u0629 \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629. \u062a\u064f\u0633\u0627\u0639\u062f\u0646\u0627 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0639\u0644\u0649 \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u0628\u0631\u0645\u062c\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629\u064b \u0633\u0647\u0644\u0629 \u0627\u0644\u0645\u0646\u0627\u0644 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646 \u0648\u063a\u064a\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u064f\u0633\u0627\u0639\u062f\u0646\u0627 \u062a\u062d\u0644\u064a\u0644\u0627\u062a FlyPix AI \u0627\u0644\u0641\u0648\u0631\u064a\u0629 \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0639\u0644\u0649 \u062a\u062a\u0628\u0651\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u064f\u0648\u0641\u0631 \u0631\u0624\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/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\"><div 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;<\/div><\/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=\"btn69d6d5d6be66a\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6be66a button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div 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;<\/div><\/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=\"btn69d6d5d6bf089\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6bf089 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div 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;<\/div><\/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=\"btn69d6d5d6bfaf7\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6bfaf7 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div 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;<\/div><\/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=\"btn69d6d5d6c0535\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6c0535 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\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<\/li>\n\n\n\n<li>\u0623\u062f\u0648\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u0634\u0631\u062d \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0645\u0639 \u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u064a\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629<\/li>\n\n\n\n<li>\u062f\u0639\u0645 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/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 \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u0643 \u0627\u0644\u0641\u0631\u064a\u062f\u0629<\/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 \u0644\u062a\u0633\u0647\u064a\u0644 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644<\/li>\n\n\n\n<li>\u062a\u0635\u0648\u0631 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\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>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0645\u0639 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0623\u0648 \u0635\u0648\u0631 \u0627\u0644\u0644\u064a\u062f\u0627\u0631<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \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 \u0623\u062f\u0627\u0629 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0634\u0631\u062d \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0628\u0633\u0631\u0639\u0629<\/li>\n\n\n\n<li>\u0623\u064a \u0634\u062e\u0635 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\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=\"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\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg\" alt=\"\" class=\"wp-image-180235\" style=\"width:150px;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>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 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a\u060c \u062e\u0627\u0635\u0629\u064b \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u062a\u064f\u0639\u062f \u062e\u064a\u0627\u0631\u064b\u0627 \u0634\u0627\u0626\u0639\u064b\u0627 \u0628\u064a\u0646 \u0627\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\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0643\u0634\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\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0634\u0631\u062d \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0648\u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629\u064b \u0645\u062b\u0627\u0644\u064a\u0629\u064b \u0644\u0645\u0646 \u064a\u0631\u063a\u0628\u0648\u0646 \u0641\u064a \u0648\u0633\u0645 \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>\u062a\u062a\u0645\u064a\u0632 \u0645\u0646\u0635\u0629 CVAT \u0628\u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646. \u064a\u0645\u0643\u0646 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629\u060c \u0648\u062a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0629 \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\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0635\u062f\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u0639\u0644\u0651\u0642\u0629 \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u0628\u062d\u062b\u064a \u0623\u0648 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629\u060c \u062a\u0648\u0641\u0631 CVAT \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \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\u0639\u0642\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\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>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\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\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>\u064a\u0639\u0645\u0644 \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\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>\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\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u062f\u0642\u064a\u0642 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/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 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642<\/li>\n\n\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \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>\u0641\u0631\u0642 \u0627\u0644\u0628\u062d\u062b \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\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: 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=\"548\" height=\"92\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png\" alt=\"\" class=\"wp-image-180234\" style=\"aspect-ratio:5.956965253426841;width:342px;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\">3. \u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0629<\/h2>\n\n\n\n<p>Label Studio \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u064f\u062a\u064a\u062d \u062a\u0631\u0645\u064a\u0632\u064b\u0627 \u0645\u0631\u0646\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0633\u0648\u0627\u0621\u064b \u0644\u0644\u0635\u0648\u0631 \u0623\u0648 \u0627\u0644\u0646\u0635\u0648\u0635 \u0623\u0648 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0623\u0648 \u0627\u0644\u0641\u064a\u062f\u064a\u0648. \u0625\u0646\u0647\u0627 \u062e\u064a\u0627\u0631 \u0631\u0627\u0626\u0639 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0634\u0631\u062d\u064b\u0627 \u062a\u0648\u0636\u064a\u062d\u064a\u064b\u0627 \u0644\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\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629. \u0635\u064f\u0645\u0645\u062a Label Studio \u0644\u062a\u0643\u0648\u0646 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u062e\u0635\u064a\u0635\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\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0647\u0627 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0634\u0631\u062d \u0641\u0631\u064a\u062f\u0629.<\/p>\n\n\n\n<p>\u062a\u062f\u0639\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0633\u064a\u0642\u0627\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0641\u0631\u0642 \u0628\u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0646\u064a \u0623\u0646\u0647\u0627 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635\u060c \u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0643\u064a\u064a\u0641\u0647\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0634\u0627\u0631\u064a\u0639\u0647\u0645 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0643\u0628\u064a\u0631\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 \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 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0635\u0648\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u0645\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \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>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \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<\/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\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0639 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \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>\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=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png\" alt=\"\" class=\"wp-image-180244\" style=\"width:179px;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>LabelMe \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \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\u0647\u064a \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0628\u0633\u0631\u0639\u0629 \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\u062a\u0647\u0627. \u064a\u062f\u0639\u0645 LabelMe \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \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\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0631\u0646\u064b\u0627 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<\/p>\n\n\n\n<p>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647\u0627 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u0625\u0644\u0627 \u0623\u0646 \u0628\u0633\u0627\u0637\u0629 LabelMe \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u062a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629. \u0625\u0646\u0647\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646 \u0644\u0623\u064a \u0634\u062e\u0635 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0645\u062c\u0627\u0646\u064b\u0627\u060c \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062d\u0644\u0627\u064b \u0639\u0645\u0644\u064a\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0639\u0642\u064a\u062f \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627.<\/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 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\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\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>\u0645\u0634\u0627\u0631\u064a\u0639 \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \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\u0641\u0631\u0642 \u0630\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062d\u0644 \u0633\u0631\u064a\u0639<\/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\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\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0623\u062f\u0627\u0629 \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a\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=\"224\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png\" alt=\"\" class=\"wp-image-180249\" style=\"width:175px;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\">5. \u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644\u0627<\/h2>\n\n\n\n<p>\u0633\u0643\u0627\u0644\u0627\u0628\u064a\u0644 \u0623\u062f\u0627\u0629 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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\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\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 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\u062a\u062a\u0637\u0644\u0628 \u0634\u0631\u062d\u064b\u0627 \u062a\u0648\u0636\u064a\u062d\u064a\u064b\u0627 \u0644\u0644\u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \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 \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627<\/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\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\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: 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=\"355\" height=\"142\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png\" alt=\"\" class=\"wp-image-180250\" style=\"aspect-ratio:2.5000948226815853;width:242px;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\">6. \u0645\u064f\u0639\u0644\u0650\u0651\u0642 \u0627\u0644\u0635\u0648\u0631 VGG (VIA)<\/h2>\n\n\n\n<p>VGG Image Annotator (VIA) \u0647\u064a \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\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. \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648\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\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \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\u060c \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. \u062a\u0639\u0645\u0644 VIA \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0641\u0644\u0627 \u062d\u0627\u062c\u0629 \u0644\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u0648\u0631\u064b\u0627.<\/p>\n\n\n\n<p>\u0645\u0627 \u064a\u0645\u064a\u0632 VIA \u0647\u0648 \u0628\u0633\u0627\u0637\u062a\u0647 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647. \u0641\u0647\u0648 \u0644\u0627 \u064a\u0632\u062e\u0631 \u0628\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0641\u0642\u0637 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a. \u0645\u0639 \u0623\u0646\u0647 \u0642\u062f \u064a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a 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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=\"398\" height=\"126\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png\" alt=\"\" class=\"wp-image-180251\" style=\"aspect-ratio:3.1593227254181966;width:290px;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\">7. \u0645\u0644\u0635\u0642 \u0645\u0648\u0646\u0627\u064a<\/h2>\n\n\n\n<p>\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 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\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u0643\u0634\u0641. \u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\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\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0641\u064a\u062f\u064b\u0627 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0637\u0628\u064a\u0629.<\/p>\n\n\n\n<p>\u062a\u0643\u0645\u0646 \u0642\u0648\u0629 \u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\u0644 \u0641\u064a \u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629. \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0645\u0646 \u0634\u0631\u062d \u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0637\u0628\u064a \u0623\u0648 \u0635\u0648\u0631 \u0627\u0644\u0623\u0634\u0639\u0629 \u0628\u0633\u0647\u0648\u0644\u0629. \u0628\u0641\u0636\u0644 \u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u062a\u064f\u0648\u0641\u0631 \u0645\u0648\u0646\u0627\u064a \u0644\u064a\u0628\u0644 \u062d\u0644\u0627\u064b \u0645\u0631\u0646\u064b\u0627 \u0648\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0633\u0645 \u062f\u0642\u064a\u0642 \u0644\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\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 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062e\u0635\u0635\u0629 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629<\/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 \u0645\u0639 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0634\u0647\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \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>\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\u0637\u0644\u0628 \u0634\u0631\u062d\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0644\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629<\/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 \u0634\u0631\u062d \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\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0645\u062c \u0627\u0644\u0634\u0631\u062d \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\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: 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:179px;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\">8. \u0623\u0646\u0648\u062a\u0644\u064a<\/h2>\n\n\n\n<p>Annotely \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631\u060c \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0641\u0631\u0642 \u0645\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0644\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. \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0645\u0647\u0627\u0645 \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\u0645\u064a\u0632 Annotely \u0628\u0633\u0647\u0648\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\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\u0628\u062f\u0621 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a \u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0645\u0646\u062d\u0646\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<p>\u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629\u060c \u0648\u0647\u064a \u062e\u064a\u0627\u0631 \u0645\u0645\u062a\u0627\u0632 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u062d\u0644 \u0645\u0648\u062b\u0648\u0642 \u0648\u0628\u0633\u064a\u0637 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0648\u0641\u0631 Annotely \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\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631\u060c \u0643\u0645\u0627 \u0623\u0646 \u0645\u0631\u0648\u0646\u062a\u0647\u0627 \u062a\u062c\u0639\u0644\u0647\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0646\u0648\u0627\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \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.<\/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 \u0645\u0631\u0628\u0639 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0645\u0636\u0644\u0639<\/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\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\n\n\n<li>\u0645\u062c\u0627\u0646\u064a \u0648\u0645\u062a\u0627\u062d \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\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>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0634\u0631\u062d \u0633\u0631\u064a\u0639\u0629 \u0648\u0633\u0647\u0644\u0629<\/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\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\u0631\u064a\u062f\u0648\u0646 \u0623\u062f\u0627\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0648\u062b\u0648\u0642 \u0644\u0634\u0631\u062d \u0627\u0644\u0635\u0648\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: 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=\"244\" height=\"207\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Supervisely.png\" alt=\"\" class=\"wp-image-182382\" style=\"aspect-ratio:1.1787574545180042;width:184px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Supervisely.png 244w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Supervisely-14x12.png 14w\" sizes=\"(max-width: 244px) 100vw, 244px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u0628\u0625\u0634\u0631\u0627\u0641<\/h2>\n\n\n\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0646\u0627\u0645\u062c Supervisely \u0643\u0628\u064a\u0626\u0629 \u0639\u0645\u0644 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0648\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. 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\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: supervisorly.com<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: hello@supervisely.com<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: x.com\/@supervisely_ai<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/10456352<\/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\/Latitude.png\" alt=\"\" class=\"wp-image-182383\" style=\"width:190px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Latitude.png 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Latitude-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Latitude-12x12.png 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u062e\u0637 \u0627\u0644\u0639\u0631\u0636<\/h2>\n\n\n\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 Latitude \u0644\u0634\u0631\u062d \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0639\u0627\u062f\u0629\u064b \u0644\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0628\u0634\u0631\u064a\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0648 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0623\u0648 \u0623\u062c\u0632\u0627\u0621 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\u0645\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u062d\u062c\u0627\u0645. \u0648\u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u064f\u0648\u0644\u064e\u0651\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0650\u0651\u0644 \u0631\u0635\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0648 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0623\u0648 \u0627\u0644\u062a\u0646\u0627\u0642\u0636\u0627\u062a. \u0648\u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0641\u064a \u0645\u0631\u0627\u062d\u0644\u0647\u0627 \u0627\u0644\u0623\u0648\u0644\u0649\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u0644 \u0647\u0630\u0627 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class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0628\u062a\u062f\u0626\u0648\u0646 \u064a\u062a\u0639\u0644\u0645\u0648\u0646 \u0634\u0631\u062d \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628<\/li>\n\n\n\n<li>\u0627\u0644\u0637\u0644\u0627\u0628 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0645\u0631\u0627\u062d\u0644\u0647\u0627 \u0627\u0644\u0645\u0628\u0643\u0631\u0629<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u0635\u063a\u064a\u0631\u0629 \u062a\u0642\u0648\u0645 \u0628\u062a\u0635\u0646\u064a\u0641 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \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\u0631\u063a\u0628\u0648\u0646 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0633\u0631\u064a\u0639 \u0648\u0623\u0642\u0644 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0645\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: roboflow.com<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/roboflow<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/roboflow-ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"132\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Doccano.png\" alt=\"\" class=\"wp-image-182385\" style=\"aspect-ratio:2.8941636083816737;width:318px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Doccano.png 382w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Doccano-300x104.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Doccano-18x6.png 18w\" sizes=\"(max-width: 382px) 100vw, 382px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u062f\u0648\u0643\u0627\u0646\u0648<\/h2>\n\n\n\n<p>\u062f\u0648\u0643\u0627\u0646\u0648 \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062a\u0633\u0644\u0633\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629. \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u062a\u0645 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647\u0627 \u0630\u0627\u062a\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u062d \u0627\u0644\u0641\u0631\u0642 \u062a\u062d\u0643\u0645\u064b\u0627 \u0643\u0627\u0645\u0644\u064b\u0627 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u062a\u0631\u0645\u064a\u0632. \u0648\u0644\u0623\u0646\u0647\u0627 \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u064f\u062e\u062a\u0627\u0631 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0630\u0627\u062a \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/p>\n\n\n\n<p>\u062a\u064f\u062d\u0627\u0641\u0638 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0639\u0644\u0649 \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0647\u0627\u0645. \u064a\u0639\u0645\u0644 \u0627\u0644\u0645\u064f\u0639\u0644\u0651\u0642\u0648\u0646 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u064a\u064f\u0636\u064a\u0641\u0648\u0646 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a\u060c \u0648\u064a\u064f\u0635\u062f\u0651\u0631\u0648\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0635\u064a\u063a \u0634\u0627\u0626\u0639\u0629. \u0648\u0631\u063a\u0645 \u0623\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u064a\u062a\u0637\u0644\u0628 \u0628\u0639\u0636 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u062a\u0642\u0646\u064a\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0647\u0648 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0639\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \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 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0645\u062c\u0627\u0646\u064a<\/li>\n\n\n\n<li>\u062f\u0639\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062a\u0633\u0644\u0633\u0644<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0635\u062f\u064a\u0631 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0635\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0630\u0627\u062a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0627\u0631\u0645\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 \u0623\u0646\u0638\u0645\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u062e\u0635\u0635\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: github.com\/doccano\/doccano<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/GitHub<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/github<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/github<\/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\/aclanthology.png\" alt=\"\" class=\"wp-image-182386\" style=\"width:189px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/aclanthology.png 224w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/aclanthology-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/aclanthology-12x12.png 12w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. \u0644\u0627\u064a\u062a \u062a\u0627\u062c<\/h2>\n\n\n\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0646\u0627\u0645\u062c LightTag \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u064f\u0639\u062f\u0651 \u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 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\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629.<\/p>\n\n\n\n<p>\u064a\u0631\u0643\u0632 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0648\u0633\u0645 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0627\u0644\u0646\u0635 \u0648\u0625\u062f\u0627\u0631\u0629 \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0648\u0633\u0645 \u0627\u0644\u062c\u0645\u0627\u0639\u064a. \u0648\u064a\u0634\u062c\u0639 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u0644\u0642\u064a\u0646 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0648\u062b\u064a\u0642\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u0646\u0645\u0648\u0647\u0627 \u0623\u0648 \u062a\u063a\u064a\u0631\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0631\u062d \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0646\u0637\u0627\u0642<\/li>\n\n\n\n<li>\u0645\u0635\u0645\u0645 \u0648\u0641\u0642\u064b\u0627 \u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062f\u0639\u0645 \u0627\u0644\u0627\u062a\u0633\u0627\u0642<\/li>\n\n\n\n<li>\u0625\u0639\u062f\u0627\u062f \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u064a\u0634\u064a\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0628\u0627\u062d\u062b\u0648 \u0648\u0637\u0644\u0627\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629 \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u062a\u064f\u0642\u062f\u0651\u0631 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u062a\u0648\u0633\u0639<\/li>\n\n\n\n<li>\u0631\u0628\u0637 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/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: aclanthology.org<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/tagtog.png\" alt=\"\" class=\"wp-image-182387\" style=\"aspect-ratio:1.004534672805916;width:200px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/tagtog.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/tagtog-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/tagtog-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">14. tagtog&nbsp;<\/h2>\n\n\n\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0646\u0627\u0645\u062c tagtog \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0628\u0647\u062f\u0641 \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646\u0638\u0645\u0629 \u062f\u0648\u0646 \u0627\u0644\u062e\u0648\u0636 \u0641\u064a \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0623\u0648 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u064a\u062f\u0648\u064a \u0644\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0648\u0627\u0644\u0648\u0633\u0648\u0645 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u060c \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 \u0645\u0644\u0641\u0627\u062a PDF \u0627\u0644\u0623\u0635\u0644\u064a\u0629\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0646\u0627\u062f\u0631 \u0641\u064a \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0643\u0627\u0641\u064a\u064b\u0627 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u0623\u0648 \u0627\u0644\u0623\u0628\u062d\u0627\u062b\u060c \u0623\u0648 \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u0631\u0627\u062d\u0644\u0647\u0627 \u0627\u0644\u0623\u0648\u0644\u0649.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645 \u0645\u062d\u0631\u0631 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0644\u064a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0633\u0644\u0627\u0633\u0629 \u0627\u0644\u0642\u0631\u0627\u0621\u0629\u060c \u0648\u0644\u064a\u0633 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0645\u0644\u064a\u0626\u0629 \u0628\u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u064a\u064f\u0645\u0643\u0646 \u0644\u0639\u062f\u0629 \u0645\u064f\u0639\u0644\u0642\u064a\u0646 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a\u060c \u0648\u062d\u0644 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u064a\u0645. \u064a\u064f\u0645\u0643\u0646 \u0625\u0636\u0627\u0641\u0629 \u0627\u0642\u062a\u0631\u0627\u062d\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0644\u0627\u062d\u0642\u064b\u0627\u060c \u0648\u0644\u0643\u0646 \u062a\u0638\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u062d\u062a\u0649 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u064a\u062f\u0648\u064a\u064b\u0627 \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0645\u0644\u0641\u0627\u062a PDF \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d<\/li>\n\n\n\n<li>\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u062f\u0627\u062e\u0644\u0629 \u0648\u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/li>\n\n\n\n<li>\u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0639 \u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0628\u062a\u0651<\/li>\n\n\n\n<li>\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0639 \u062e\u064a\u0627\u0631 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0645\u062d\u0644\u064a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a<\/li>\n\n\n\n<li>\u0641\u0631\u0642 \u062a\u0636\u0645 \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/li>\n\n\n\n<li>\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0627\u062a\u0641\u0627\u0642<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u064a\u062f\u0648\u064a \u0648\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: docs.tagtog.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"460\" height=\"460\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/QSL-2.png\" alt=\"\" class=\"wp-image-182391\" style=\"width:178px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/QSL-2.png 460w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/QSL-2-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/QSL-2-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/QSL-2-12x12.png 12w\" sizes=\"(max-width: 460px) 100vw, 460px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">15. \u0628\u0637\u0627\u0642\u0629 \u062a\u0623\u0643\u064a\u062f \u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/h2>\n\n\n\n<p>QSL \u0623\u062f\u0627\u0629 \u062a\u0635\u0646\u064a\u0641 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0639\u0645\u0644 \u0636\u0645\u0646 \u0628\u064a\u0626\u0627\u062a Jupyter. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u063a\u0627\u0644\u0628\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0623\u0646 \u062a\u0628\u0642\u0649 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0642\u0631\u064a\u0628\u0629 \u0645\u0646 \u0627\u0644\u0643\u0648\u062f \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0623\u0648 \u062f\u0641\u0627\u062a\u0631 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a. \u062a\u062f\u0639\u0645 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u062d\u062a\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0628\u062d\u062b\u064a \u0627\u0644\u0645\u0643\u062b\u0641.<\/p>\n\n\n\n<p>\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0646\u0635\u0629 \u0648\u064a\u0628 \u0645\u062a\u0643\u0627\u0645\u0644\u0629\u060c \u064a\u0639\u0645\u0644 \u0646\u0638\u0627\u0645 QSL \u0643\u0623\u062f\u0627\u0629 \u0645\u0635\u063a\u0651\u0631\u0629 \u0623\u0648 \u0623\u062f\u0627\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631. \u062a\u064f\u062d\u0641\u0638 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a \u0645\u0644\u0641\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u064f\u0628\u0642\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0634\u0641\u0627\u0641\u0629. \u0648\u0644\u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0642\u064a\u062f \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0641\u0647\u0648 \u0627\u0644\u0623\u0646\u0633\u0628 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u064f\u0639\u0637\u0649 \u0641\u064a\u0647\u0627 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0639\u0644\u0649 \u062d\u0633\u0627\u0628 \u0627\u0644\u0645\u0638\u0647\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \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<\/li>\n\n\n\n<li>\u064a\u0639\u0645\u0644 \u0643\u0623\u062f\u0627\u0629 Jupyter \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/li>\n\n\n\n<li>\u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0625\u062d\u0627\u0637\u0629\u060c \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0642\u0646\u0639\u0629\u060c \u0648\u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a<\/li>\n\n\n\n<li>\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u062d\u0644\u064a\u064b\u0627 \u0623\u0648 \u0639\u0628\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0628\u0627\u062d\u062b\u0648\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062f\u0641\u0627\u062a\u0631 Jupyter<\/li>\n\n\n\n<li>\u062a\u062c\u0627\u0631\u0628 \u0635\u063a\u064a\u0631\u0629 \u0648\u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u062e\u0635\u0635<\/li>\n\n\n\n<li>\u0634\u0631\u062d \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0637\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0634\u0639\u0631\u0648\u0646 \u0628\u0627\u0644\u0631\u0627\u062d\u0629 \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u0631\u0645\u062c\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: github.com\/faustomorales\/qsl<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/GitHub<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/github<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/github<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"320\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN-1024x320.png\" alt=\"\" class=\"wp-image-182392\" style=\"aspect-ratio:3.2001375085942874;width:403px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN-1024x320.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN-300x94.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN-768x240.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN-18x6.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/ELAN.png 1392w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">16. \u0625\u064a\u0644\u0627\u0646<\/h2>\n\n\n\n<p>\u0625\u064a\u0644\u0627\u0646 \u0623\u062f\u0627\u0629\u064c \u0644\u0634\u0631\u062d \u0627\u0644\u0646\u0635\u0648\u0635 \u0639\u0644\u0649 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0644\u063a\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629. \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0648\u0627\u0621\u0645\u0629 \u0627\u0644\u0634\u0631\u0648\u062d\u0627\u062a \u0645\u0639 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0626\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0644\u0627\u0645 \u0648\u0627\u0644\u0625\u064a\u0645\u0627\u0621\u0627\u062a \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644. \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u0648\u064a\u0639\u0645\u0644 \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.<\/p>\n\n\n\n<p>\u062a\u064f\u0635\u0646\u064e\u0651\u0641 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c ELAN \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0632\u0645\u0646\u064a\u0629 \u0645\u062a\u0632\u0627\u0645\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0637\u0628\u0642\u0627\u062a. \u0648\u0631\u063a\u0645 \u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u062a\u062d\u0643\u0645\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u0647\u064a \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0623\u0648\u0633\u0627\u0637 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0645\u062c\u0627\u0646\u064a<\/li>\n\n\n\n<li>\u0625\u0636\u0627\u0641\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0635\u0648\u062a\u064a\u0629 \u0648\u0645\u0631\u0626\u064a\u0629 \u0645\u0639 \u062c\u062f\u0627\u0648\u0644 \u0632\u0645\u0646\u064a\u0629<\/li>\n\n\n\n<li>\u0628\u0646\u064a\u0629 \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\u0645\u0633\u062a\u0648\u064a\u0627\u062a<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li>\n\n\n\n<li>\u064a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0644\u063a\u0648\u064a \u0648\u0627\u0644\u062e\u0637\u0627\u0628\u064a<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0644\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\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\u0632\u0627\u0645\u0646\u064b\u0627 \u0632\u0645\u0646\u064a\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\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: archive.mpi.nl<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u0644\u063a\u0629\u060c \u0645\u0639\u0647\u062f \u0645\u0627\u0643\u0633 \u0628\u0644\u0627\u0646\u0643 \u0644\u0639\u0644\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0646\u0641\u0633\u064a\u060c \u0641\u0648\u0646\u062f\u062a\u0644\u0627\u0646 1\u060c 6525XD \u0646\u064a\u0645\u064a\u063a\u0646\u060c \u0647\u0648\u0644\u0646\u062f\u0627<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"947\" height=\"195\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/yedda.png\" alt=\"\" class=\"wp-image-182389\" style=\"aspect-ratio:4.856668563839879;width:316px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/yedda.png 947w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/yedda-300x62.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/yedda-768x158.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/yedda-18x4.png 18w\" sizes=\"(max-width: 947px) 100vw, 947px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">17. \u064a\u064a\u062f\u0627<\/h2>\n\n\n\n<p>\u062a\u0631\u062a\u0628\u0637 \u0645\u0646\u0635\u0629 Yedda \u0628\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a\u060c \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0633\u064a\u0627\u0642\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0648\u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u0648\u0628\u064a\u0646\u0645\u0627 \u064a\u062a\u0631\u0643\u0632 \u062c\u0632\u0621 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0639\u0645\u0644\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u062f\u0627\u062e\u0644\u064a\u064b\u0627 \u0623\u064a\u0636\u064b\u0627 \u0644\u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a. \u0623\u0645\u0627 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0641\u0647\u0648 \u0645\u062d\u062f\u0648\u062f\u060c \u0648\u064a\u0642\u062a\u0635\u0631 \u0639\u0627\u062f\u0629\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u0631\u0643\u0632 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0648\u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0646\u062a\u064a\u062c\u0629 \u0644\u0630\u0644\u0643\u060c \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0642\u0644 \u0643\u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0633\u062a\u0642\u0644\u0629\u060c \u0648\u064a\u0638\u0647\u0631 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u064f\u063a\u0630\u064a \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0639\u0645 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0642\u0639\u064a\u0629<\/li>\n\n\n\n<li>\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629<\/li>\n\n\n\n<li>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a<\/li>\n\n\n\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u062d\u062f\u0648\u062f\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0635\u063a\u064a\u0631<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0644\u0645\u0646 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0631\u0642 \u062a\u0633\u062a\u0643\u0634\u0641 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0628\u0643\u0631 \u0642\u0628\u0644 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0642\u064a\u0645\u0648\u0646 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0634\u0631\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.yedda.ai<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: contact@yedda.ai<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 10 \u0634\u0627\u0631\u0639 \u0623\u0646\u0633\u0648\u0646\u060c #22-02 \u0625\u0646\u062a\u0631\u0646\u0627\u0634\u0648\u0646\u0627\u0644 \u0628\u0644\u0627\u0632\u0627\u060c \u0633\u0646\u063a\u0627\u0641\u0648\u0631\u0629 079903<\/li>\n\n\n\n<li>\u0631\u0642\u0645 \u0627\u0644\u0647\u0627\u062a\u0641: +65 6950 4154<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/diffgam.png\" alt=\"\" class=\"wp-image-182390\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/diffgam.png 224w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/diffgam-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/diffgam-12x12.png 12w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">18. \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a<\/h2>\n\n\n\n<p>Diffgram \u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0645\u0646\u0635\u0629 \u0648\u0627\u062d\u062f\u0629. \u064a\u0645\u0643\u0646 \u062a\u062b\u0628\u064a\u062a\u0647\u0627 \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645\u0643 \u0627\u0644\u062e\u0627\u0635\u0629 \u0623\u0648 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0648\u0647\u064a \u062a\u062f\u0639\u0645 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u063a\u064a\u0631\u0647\u0627. \u0635\u064f\u0645\u0645\u062a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u064f\u0635\u0646\u0650\u0651\u0641\u064a\u0646 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u062b\u0645 \u0625\u062f\u0627\u0631\u0629 \u0647\u0630\u0647 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0639 \u0646\u0645\u0648 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p>\u0628\u0645\u0627 \u0623\u0646 Diffgram \u064a\u062f\u0645\u062c \u0623\u064a\u0636\u064b\u0627 \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u064a\u0635\u0628\u062d \u0648\u0636\u0639 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\u0627\u0644\u0622\u0644\u064a\u0629.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0646\u0635\u0629 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629: \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0627\u0644\u0635\u0648\u062a\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<\/li>\n\n\n\n<li>\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 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\u0625\u0644\u0649 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u0634\u0631\u062d \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: github.com\/diffgram\/diffgram<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/GitHub<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/github<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/github<\/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>\u064a\u064f\u0639\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \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 \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. \u062a\u064f\u0628\u0633\u0651\u0637 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c 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\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<\/p>\n\n\n\n<p>\u0623\u0641\u0636\u0644 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0627 \u062a\u064f\u0633\u0631\u0651\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0634\u0631\u062d \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u064b\u0627 \u062f\u0642\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0647\u0648 \u0623\u0645\u0631\u064c \u0623\u0633\u0627\u0633\u064a \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0648\u062b\u0648\u0642\u0629. \u0628\u0641\u0636\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u064f\u0642\u062f\u0651\u0645 \u0645\u064a\u0632\u0627\u062a \u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0648\u0642\u062f\u0631\u0627\u062a \u062a\u0643\u0627\u0645\u0644\u060c \u064a\u064f\u0645\u0643\u0646 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629. \u0645\u0647\u0645\u0627 \u0643\u0627\u0646 \u062d\u062c\u0645 \u0645\u0634\u0631\u0648\u0639\u0643 \u0623\u0648 \u062a\u0639\u0642\u064a\u062f\u0647\u060c \u0641\u0625\u0646 \u0623\u062f\u0627\u0629 \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u0645\u064f\u0646\u0627\u0633\u0628\u0629 \u062a\u064f\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u062a\u0636\u0645\u0646 \u062c\u0627\u0647\u0632\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c\u0643.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>If you\u2019re diving into machine learning or AI, you\u2019ll quickly realize that data labeling is a crucial step. Annotation tools help you label your images, videos, and other datasets, making them ready for training your models. While many annotation tools come with a hefty price tag, there are some great free options out there. These [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":180248,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-180247","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Best Free Annotation Tools for Efficient Data Labeling<\/title>\n<meta name=\"description\" content=\"Discover the best free annotation tools that streamline data labeling, helping you efficiently prepare datasets for 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\" href=\"https:\/\/flypix.ai\/ar\/free-annotation-tools\/\" \/>\n<meta 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