{"id":180254,"date":"2025-08-20T14:06:04","date_gmt":"2025-08-20T14:06:04","guid":{"rendered":"https:\/\/flypix.ai\/?p=180254"},"modified":"2026-09-23T22:56:33","modified_gmt":"2026-09-23T22:56:33","slug":"best-annotation-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/best-annotation-tools\/","title":{"rendered":"12 Best Annotation Tools (2026)"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u5728\u6df1\u5165\u673a\u5668\u5b66\u4e60\u6216\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u65f6\uff0c\u6570\u636e\u6807\u6ce8\u662f\u6700\u8017\u65f6\u5374\u53c8\u81f3\u5173\u91cd\u8981\u7684\u4efb\u52a1\u4e4b\u4e00\u3002\u65e0\u8bba\u60a8\u6807\u6ce8\u7684\u662f\u56fe\u50cf\u3001\u89c6\u9891\u8fd8\u662f\u6587\u672c\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u90fd\u4f1a\u5e26\u6765\u5de8\u5927\u7684\u6539\u53d8\u3002\u4f18\u79c0\u7684\u6807\u6ce8\u5de5\u5177\u4e0d\u4ec5\u6709\u52a9\u4e8e\u52a0\u5feb\u6d41\u7a0b\uff0c\u8fd8\u80fd\u786e\u4fdd\u6807\u6ce8\u6570\u636e\u7684\u51c6\u786e\u6027\uff0c\u5e76\u4e3a\u6a21\u578b\u8bad\u7ec3\u505a\u597d\u51c6\u5907\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u4e00\u4e9b\u4f18\u79c0\u7684\u5de5\u5177\uff0c\u5e2e\u52a9\u60a8\u7b80\u5316\u6807\u6ce8\u4efb\u52a1\uff0c\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp\" alt=\"\" class=\"wp-image-180070\" style=\"width:268px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp 237w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo-18x3.webp 18w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. FlyPix AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 FlyPix AI\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5e73\u53f0\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5c06\u536b\u661f\u548c\u822a\u62cd\u56fe\u50cf\u8f6c\u6362\u4e3a\u53ef\u64cd\u4f5c\u7684\u6570\u636e\uff0c\u4ece\u800c\u7b80\u5316\u5730\u7406\u7a7a\u95f4\u5206\u6790\u3002\u8be5\u5de5\u5177\u5e2e\u52a9\u6211\u4eec\u68c0\u6d4b\u7269\u4f53\u3001\u76d1\u6d4b\u53d8\u5316\u5e76\u8bc6\u522b\u5f02\u5e38\uff0c\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u5bf9\u5730\u7403\u8868\u9762\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\u7684\u884c\u4e1a\uff08\u4f8b\u5982\u519c\u4e1a\u3001\u57ce\u5e02\u89c4\u5212\u548c\u73af\u5883\u76d1\u6d4b\uff09\u7684\u7edd\u4f73\u9009\u62e9\u3002\u5f53\u6211\u4eec\u9700\u8981\u6ce8\u91ca\u5730\u7406\u7a7a\u95f4\u6570\u636e\u65f6\uff0cFlyPix AI \u662f\u6211\u4eec\u4fe1\u8d56\u7684\u6700\u4f73\u6ce8\u91ca\u5de5\u5177\u4e4b\u4e00\uff0c\u5b83\u63d0\u4f9b\u4e86\u7528\u6237\u53cb\u597d\u7684\u65e0\u4ee3\u7801\u754c\u9762\uff0c\u4ece\u800c\u7b80\u5316\u4e86\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">FlyPix AI \u771f\u6b63\u4e0e\u4f17\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\u5176\u591a\u529f\u80fd\u6027\u3002\u5b83\u652f\u6301\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u50cf\uff0c\u5305\u62ec\u65e0\u4eba\u673a\u3001\u536b\u661f\u3001\u6fc0\u5149\u96f7\u8fbe\u548c\u9ad8\u5149\u8c31\u6570\u636e\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u6ce8\u91ca\u548c\u5206\u6790\u4e0d\u540c\u884c\u4e1a\u7684\u590d\u6742\u6570\u636e\u96c6\u3002\u6b64\u5916\uff0c\u51ed\u501f\u5176\u5b9e\u65f6\u5206\u6790\u548c\u4ea4\u4e92\u529f\u80fd\uff0c\u6211\u4eec\u53ef\u4ee5\u8ddf\u8e2a\u6570\u636e\u968f\u65f6\u95f4\u7684\u53d8\u5316\u3001\u751f\u6210\u70ed\u56fe\u5e76\u5bfc\u51fa\u6570\u636e\u2014\u2014\u6240\u6709\u8fd9\u4e9b\u90fd\u5728\u4e00\u4e2a\u5e73\u53f0\u5185\u5b8c\u6210\u3002\u5b83\u662f\u4e00\u6b3e\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u80fd\u591f\u63d0\u4f9b\u9ad8\u6548\u6ce8\u91ca\u548c\u5206\u6790\u6570\u636e\u6240\u9700\u7684\u4e00\u5207\uff0c\u4f7f\u5176\u6210\u4e3a\u5904\u7406\u5730\u7406\u7a7a\u95f4\u6570\u636e\u56e2\u961f\u7684\u9996\u9009\u3002<\/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\">\u4ef7\u683c<\/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\t\u4ef7\u683c\u4ee5\u6b27\u5143\u8ba1\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60d1356 e-con-full pricing_table_column e-flex e-con e-child\" data-id=\"60d1356\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b5ee855 e-con-full Starter e-flex e-con e-child\" data-id=\"b5ee855\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b70a40 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"7b70a40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-7b70a40\" class=\"pricing-title\"><strong>\u8d77\u52a8\u673a<\/strong> <br>\u8d2e\u5b58 <br> <strong>10 GB<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u6bcf\u7528\u6237\u6bcf\u6708 100 \u6b27\u5143<\/b><\/span><br> <strong>50 \u79ef\u5206<\/strong> <br> <span class=\"giga\">\u7ea610\u4ebf\u50cf\u7d20<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8edaa2\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8edaa2 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Starter Storage  10 GB  &nbsp;\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>\u5206\u6790\u4eea\u8868\u677f\u8bbf\u95ee\u6743\u9650<\/li>\n \t<li>\u5bfc\u51fa\u77e2\u91cf\u56fe\u5c42<\/li>\n \t<li>5\u4e2a\u5de5\u4f5c\u65e5\u5185\u63d0\u4f9b\u7535\u5b50\u90ae\u4ef6\u652f\u6301<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4db0b51 e-con-full Standard e-flex e-con e-child\" data-id=\"4db0b51\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9dfd4f0 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"9dfd4f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-9dfd4f0\" class=\"pricing-title\"><strong>\u6807\u51c6<\/strong> <br>\u8d2e\u5b58 <br> <strong>120 GB<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>500\u6b27\u5143\/2\u7528\u6237\/\u6708<\/b><\/span><br> <strong style=\"margin-left: -20px\">500 + 100 \u79ef\u5206<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u9ad8\u53ef\u8fbe 12 \u5409\u50cf\u7d20<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8ee5cd\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8ee5cd button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Standard Storage  120 GB  &nbsp;\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>\u83b7\u53d6\u591a\u5149\u8c31\u6570\u636e<\/li>\n \t<li>\u5730\u56fe\u5171\u4eab\u529f\u80fd<\/li>\n \t<li>2 \u4e2a\u5de5\u4f5c\u65e5\u5185\u63d0\u4f9b\u7535\u5b50\u90ae\u4ef6\u652f\u6301<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-944b67f e-con-full Pro e-flex e-con e-child\" data-id=\"944b67f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e68736b elementor-widget elementor-widget-tp-pricing-table\" data-id=\"e68736b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-e68736b\" class=\"pricing-title\"><strong>\u4e13\u4e1a\u7248<\/strong> <br>\u8d2e\u5b58 <br> <strong>600 GB<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\" style=\"margin-left: -2px\"><b>2000 \u6b27\u5143\/5 \u7528\u6237\/\u6708<\/b><\/span><br> <strong style=\"margin-left: -20px\">2000 + 1000 \u79ef\u5206<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u9ad8\u53ef\u8fbe 60 \u5409\u50cf\u7d20<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8ef064\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8ef064 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Pro Storage  600 GB  &nbsp;\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>API \u8bbf\u95ee<\/li>\n \t<li>\u56e2\u961f\u7ba1\u7406<\/li>\n \t<li>\u7535\u5b50\u90ae\u4ef6\u548c\u5728\u7ebf\u804a\u5929\uff0c1\u5c0f\u65f6\u5185\u56de\u590d<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d284af e-con-full Enterprise e-flex e-con e-child\" data-id=\"1d284af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8187df7 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"8187df7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><h3 id=\"pricing-title-8187df7\" class=\"pricing-title\"><strong>\u4f01\u4e1a<\/strong> <br>\u8d2e\u5b58 <br> <strong>\u65e0\u9650<\/strong> <br> &nbsp;<\/h3><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u9e23\u8c22\uff1a<\/b><\/span> <br> <strong>\u65e0\u9650<\/strong> <span class=\"giga\"><br><b>\u7528\u6237\u5e2d\u4f4d\uff1a<\/b> <\/span><br> \u65e0\u9650<br><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn6ab79bf8efa78\" class=\"ts-button\"><div class=\"pt_plus_button btn6ab79bf8efa78 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" aria-label=\"Sign Up, Enterprise Storage  Unlimited  &nbsp;\">\u62a5\u540d<\/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>\u5305\u542b\u7684\u529f\u80fd\uff1a<\/strong>\n<ul>\n \t<li>API \u8bbf\u95ee<\/li>\n \t<li>\u56e2\u961f\u7ba1\u7406<\/li>\n \t<li>\u7535\u5b50\u90ae\u4ef6\u548c\u5728\u7ebf\u804a\u5929\uff0c1\u5c0f\u65f6\u5185\u56de\u590d<\/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\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5f02\u5e38\u68c0\u6d4b\u7684\u65e0\u4ee3\u7801\u5e73\u53f0<\/li>\n\n\n\n<li>\u652f\u6301\u536b\u661f\u3001\u65e0\u4eba\u673a\u3001\u6fc0\u5149\u96f7\u8fbe\u548c\u9ad8\u5149\u8c31\u56fe\u50cf\u7c7b\u578b<\/li>\n\n\n\n<li>\u7528\u4e8e\u521b\u5efa\u548c\u8bad\u7ec3\u81ea\u5b9a\u4e49 AI \u6a21\u578b\u7684\u4ea4\u4e92\u5f0f\u6ce8\u91ca\u5de5\u5177<\/li>\n\n\n\n<li>\u5b9e\u65f6\u5206\u6790\u3001\u53d8\u5316\u8ddf\u8e2a\u548c\u70ed\u56fe\u751f\u6210<\/li>\n\n\n\n<li>\u4f01\u4e1a\u7ea7\u529f\u80fd\uff0c\u5305\u62ec API \u8bbf\u95ee\u548c\u591a\u5149\u8c31\u5904\u7406<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u670d\u52a1\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7406\u7a7a\u95f4\u7269\u4f53\u68c0\u6d4b\u548c\u5b9a\u4f4d<\/li>\n\n\n\n<li>\u5f71\u50cf\u4e2d\u7684\u53d8\u5316\u548c\u5f02\u5e38\u68c0\u6d4b<\/li>\n\n\n\n<li>\u968f\u65f6\u95f4\u63a8\u79fb\u7684\u52a8\u6001\u7269\u4f53\u8ddf\u8e2a<\/li>\n\n\n\n<li>\u5b9a\u5236AI\u6a21\u578b\u5f00\u53d1<\/li>\n\n\n\n<li>\u4e0e GIS \u7cfb\u7edf\u96c6\u6210<\/li>\n\n\n\n<li>\u751f\u6210\u70ed\u56fe\u4ee5\u53ef\u89c6\u5316\u6a21\u5f0f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5904\u7406\u536b\u661f\u548c\u822a\u7a7a\u56fe\u50cf\u7b49\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u519c\u4e1a\u3001\u57ce\u5e02\u89c4\u5212\u548c\u73af\u5883\u76d1\u6d4b\u7b49\u884c\u4e1a<\/li>\n\n\n\n<li>\u5bfb\u6c42\u65e0\u4ee3\u7801\u89e3\u51b3\u65b9\u6848\u6765\u6ce8\u91ca\u548c\u5206\u6790\u6570\u636e\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u9700\u8981\u5b9e\u65f6\u8ddf\u8e2a\u548c\u5206\u6790\u7684\u9879\u76ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a <a href=\"https:\/\/flypix.ai\/zh\/\" target=\"_blank\" rel=\"noreferrer noopener\">flypix.ai<\/a><\/li>\n\n\n\n<li>\u5730\u5740\uff1aRobert-Bosch-Str. 7, 64293 Darmstadt, Germany<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+49 6151 2776497<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1a <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a>&nbsp;<\/li>\n\n\n\n<li>LinkedIn\uff1a <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 FlyPix \u4f53\u9a8c\u5730\u7406\u7a7a\u95f4\u5206\u6790\u7684\u672a\u6765\uff01<br>\n<span style=\"color:var( --e-global-color-accent )\">\u7acb\u5373\u5f00\u59cb\u8bd5\u7528<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u7acb\u5373\u8bd5\u7528<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5de5\u5177<\/th><th>Category<\/th><th class=\"translation-block\">&lt;!--<span class=\"fl-heading-text\" style=\"font-size: 40px;font-weight: 600;color: #18276a\">Our <span style=\"color: #4665a4\">competences<\/span><\/span>--&gt; <span class=\"main-heading\" style=\"font-size:40px;font-family: Archivo, sans-serif;font-family: Archivo, sans-serif;font-weight: 700;font-size: 42px;line-height: 1.3;letter-spacing: 1px;text-align: center\">\u4e3b\u8981<span style=\"color:#1790a3;font-size:40px;font-family: Archivo, sans-serif\">\u7279\u70b9<\/span><\/span><\/th><th>\u76ee\u6807\u53d7\u4f17<\/th><th>Unique Differentiator<\/th><th>\u96c6\u6210<\/th><\/tr><\/thead><tbody><tr><td><strong>\u98de\u50cf\u7d20 AI<\/strong><\/td><td>Geospatial image annotation and AI model training<\/td><td>AI-assisted auto-annotation; bounding boxes, polygons, and segmentation masks; class and attribute labeling; review and QA workflow; georeferenced dataset export<\/td><td>Geospatial analysts, ML teams, agriculture, mining, construction, mapping, urban planning, and remote-sensing projects<\/td><td>No-code annotation and custom AI model training for satellite, aerial, drone, multispectral, hyperspectral, SAR, and LiDAR imagery<\/td><td>GIS pipelines; API; vector-layer export<\/td><\/tr><tr><td><strong>CVAT<\/strong><\/td><td>Open-source computer vision annotation<\/td><td>Image and video annotation; object detection and segmentation; tracking; 20+ export formats; cloud-storage support<\/td><td>Computer vision teams, ML researchers, enterprises, and collaborative annotation teams<\/td><td>Open-source annotation platform with integrations for model-assisted annotation and external dataset storage<\/td><td>Amazon S3; Azure Blob Storage; Google Cloud Storage; FiftyOne; Hugging Face; Roboflow<\/td><\/tr><tr><td><strong>Roboflow<\/strong><\/td><td>Computer vision dataset management and annotation<\/td><td>Image annotation; model-assisted labeling; video frame extraction; preprocessing and augmentation; hosted inference and edge deployment<\/td><td>Computer vision developers, ML teams, robotics teams, and enterprises<\/td><td>Combines annotation, dataset management, model training, inference, and deployment in one computer-vision workflow<\/td><td>Hugging Face; Google Cloud Vision; Azure Vision; AWS S3; Amazon SageMaker; Zapier; CVAT; NVIDIA Jetson; iOS; Kubernetes<\/td><\/tr><tr><td><strong>LabelMe<\/strong><\/td><td>Open-source image annotation<\/td><td>Polygon, rectangle, circle, line, and point annotation; image classification flags; video annotation; GUI customization; VOC and COCO export<\/td><td>Researchers, developers, and teams needing a lightweight open-source image annotation tool<\/td><td>Python\/Qt-based open-source application with broad annotation primitives and local installation options<\/td><td>Python; Qt; Docker; Anaconda<\/td><\/tr><tr><td><strong>VGG Image Annotator (VIA)<\/strong><\/td><td>Browser-based multimedia annotation<\/td><td>Image annotation; video annotation; audio annotation; face annotation; face-track annotation<\/td><td>Researchers, students, and users handling smaller multimedia annotation projects<\/td><td>Runs directly in the browser and is distributed as a lightweight standalone application without a server backend<\/td><td>OCO; Python; VGG Frontend<\/td><\/tr><tr><td><strong>\u89c4\u6a21\u4eba\u5de5\u667a\u80fd<\/strong><\/td><td>Managed AI data annotation and data engine<\/td><td>Image, video, text, and LiDAR annotation; data curation; model evaluation; RLHF; red teaming<\/td><td>ML teams, enterprises, autonomous systems, robotics, government, and generative-AI developers<\/td><td>Combines human expert annotation with data curation, model evaluation, and generative-AI data services<\/td><td>Custom ML\/data workflows; external customer data sources<\/td><\/tr><tr><td><strong>Label Studio<\/strong><\/td><td>Open-source multimodal data labeling<\/td><td>Image, video, audio, text, and time-series labeling; customizable interfaces; cloud-storage connections; model-assisted labeling; ML workflow integrations<\/td><td>ML engineers, data scientists, researchers, and enterprise data-labeling teams<\/td><td>Supports many data types through a configurable labeling interface and an extensible integration ecosystem<\/td><td>Amazon S3; Azure Blob Storage; Google Cloud Storage; Databricks; Redis; Hugging Face; Amazon SageMaker; TensorFlow; Kubernetes; Docker<\/td><\/tr><tr><td><strong>MONAI Label<\/strong><\/td><td>AI-assisted medical image annotation<\/td><td>Interactive and automated segmentation; active learning; custom model inference; medical image labeling apps; model fine-tuning from user interactions<\/td><td>Healthcare researchers, clinicians, medical-imaging developers, and clinical AI teams<\/td><td>Built specifically around medical imaging and continuous AI-assisted annotation workflows<\/td><td>CVAT; MONAI Model Zoo; 3D Slicer; OHIF<\/td><\/tr><tr><td><strong>\u5907\u6ce8<\/strong><\/td><td>Web-based image and screenshot annotation<\/td><td>Arrows, lines, ellipses, rectangles, highlights, freehand drawing; blur and spot tools; numbered pins; cropping; screenshot capture<\/td><td>Individuals, designers, developers, support teams, and users creating visual feedback or bug reports<\/td><td>Browser-based annotation that can work without an account and supports offline image annotation<\/td><td>Amazon S3; browser screenshot capture<\/td><\/tr><tr><td><strong>RectLabel<\/strong><\/td><td>macOS image annotation<\/td><td>SAM 3 text and box prompts; SAM 2 segmentation; automatic labeling with Core ML models; tracking; OCR; oriented bounding boxes; YOLO, COCO, CreateML, and DOTA export<\/td><td>macOS-based computer vision and ML developers, including aerial-imagery projects<\/td><td>Native macOS workflow with AI-assisted labeling and direct support for multiple modern computer-vision model formats<\/td><td>Apple Core ML; YOLO; COCO; CreateML; DOTA<\/td><\/tr><tr><td><strong>Scalabel<\/strong><\/td><td>Open-source 2D and 3D annotation<\/td><td>2D bounding boxes; 2D polygons and polylines; 3D point-cloud bounding boxes; object tracking; real-time collaboration; Python API<\/td><td>Computer vision researchers and teams working with autonomous-driving and 2D\/3D datasets<\/td><td>Supports both 2D image and 3D point-cloud annotation with synchronized collaborative sessions<\/td><td>Python API; BDD100K<\/td><\/tr><tr><td><strong>SuperAnnotate<\/strong><\/td><td>Enterprise AI data annotation and data infrastructure<\/td><td>Multimodal labeling; dataset curation and QA; AI-assisted annotation; model evaluation; RLHF\/SFT workflows; data orchestration<\/td><td>Enterprise AI\/ML teams, model developers, and organizations managing large training datasets<\/td><td>Combines annotation, AI evaluation, data orchestration, and model-agnostic workflows<\/td><td>AWS S3; Google Cloud Storage; Azure; Databricks; Snowflake; NVIDIA; GCP; IBM; custom connectors<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg\" alt=\"\" class=\"wp-image-180235\" style=\"width:149px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/CVAT-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. CVAT<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CVAT\uff08\u8ba1\u7b97\u673a\u89c6\u89c9\u6ce8\u91ca\u5de5\u5177\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u65e8\u5728\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u6ce8\u91ca\u56fe\u50cf\u548c\u89c6\u9891\u3002\u5b83\u4e3b\u8981\u7528\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u8ddf\u8e2a\u3002\u8be5\u5de5\u5177\u754c\u9762\u7b80\u6d01\uff0c\u6ce8\u91ca\u9009\u9879\u7075\u6d3b\uff0c\u662f\u7ba1\u7406\u5927\u89c4\u6a21\u56fe\u50cf\u548c\u89c6\u9891\u6570\u636e\u96c6\u7684\u56e2\u961f\u7684\u53ef\u9760\u9009\u62e9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CVAT \u7684\u7a81\u51fa\u4e4b\u5904\u5728\u4e8e\u5176\u53ef\u6269\u5c55\u6027\u548c\u5bf9\u5404\u79cd\u6ce8\u91ca\u683c\u5f0f\u7684\u652f\u6301\u3002\u5b83\u8fd8\u4fc3\u8fdb\u4e86\u56e2\u961f\u534f\u4f5c\uff0c\u8fd9\u5bf9\u4e8e\u9700\u8981\u591a\u540d\u8d21\u732e\u8005\u53c2\u4e0e\u7684\u9879\u76ee\u81f3\u5173\u91cd\u8981\u3002\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0cCVAT \u53ef\u514d\u8d39\u4f7f\u7528\uff0c\u5e76\u63d0\u4f9b\u81ea\u5b9a\u4e49\u9009\u9879\uff0c\u5141\u8bb8\u7528\u6237\u6839\u636e\u81ea\u5df1\u7684\u7279\u5b9a\u9700\u6c42\u8fdb\u884c\u8c03\u6574\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u53ef\u5b9a\u5236<\/li>\n\n\n\n<li>\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u8ddf\u8e2a<\/li>\n\n\n\n<li>\u6ce8\u91ca\u9879\u76ee\u7684\u56e2\u961f\u534f\u4f5c\u529f\u80fd<\/li>\n\n\n\n<li>\u517c\u5bb9\u591a\u79cd\u56fe\u50cf\u548c\u89c6\u9891\u683c\u5f0f<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81f4\u529b\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u56e2\u961f\u534f\u4f5c\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u5f00\u6e90\u6ce8\u91ca\u5de5\u5177\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u7684\u7814\u7a76\u56e2\u961f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u5740\uff1awww.cvat.ai<\/li>\n\n\n\n<li>\u9886\u82f1\uff1a www.linkedin.com\/company\/cvat-ai<\/li>\n\n\n\n<li>\u8138\u4e66\uff1awww.facebook.com\/cvat.corp<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg\" alt=\"\" class=\"wp-image-174677\" style=\"width:141px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/roboflow-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. Roboflow<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Roboflow \u662f\u4e00\u6b3e\u6ce8\u91ca\u5de5\u5177\uff0c\u65e8\u5728\u7b80\u5316\u56fe\u50cf\u6807\u6ce8\u548c\u673a\u5668\u5b66\u4e60\u51c6\u5907\u6d41\u7a0b\u3002\u8be5\u5e73\u53f0\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5206\u7c7b\u7b49\u4efb\u52a1\u3002Roboflow \u7684\u754c\u9762\u5141\u8bb8\u7528\u6237\u5feb\u901f\u6ce8\u91ca\u56fe\u50cf\u5e76\u4e3a\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u7ec4\u7ec7\u6570\u636e\u96c6\u3002\u5b83\u8fd8\u4e0e TensorFlow \u548c PyTorch \u7b49\u70ed\u95e8\u6846\u67b6\u96c6\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Roboflow \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5b83\u80fd\u591f\u5904\u7406\u5c0f\u578b\u548c\u5927\u578b\u6570\u636e\u96c6\uff0c\u4e3a\u4ece\u4e8b\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u56e2\u961f\u63d0\u4f9b\u6d41\u7545\u7684\u4f53\u9a8c\u3002\u8be5\u5de5\u5177\u8fd8\u63d0\u4f9b\u81ea\u52a8\u5316\u6807\u8bb0\u8fc7\u7a0b\u67d0\u4e9b\u65b9\u9762\u7684\u529f\u80fd\uff0c\u8fd9\u53ef\u4ee5\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u96c6\u65f6\u8282\u7701\u65f6\u95f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5206\u7c7b\u7684\u56fe\u50cf\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4e0e TensorFlow \u548c PyTorch \u96c6\u6210<\/li>\n\n\n\n<li>\u81ea\u52a8\u5316\u529f\u80fd\u53ef\u52a0\u5feb\u6570\u636e\u6807\u8bb0\u901f\u5ea6<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u81f3\u5c0f\u578b\u548c\u5927\u578b\u6570\u636e\u96c6<\/li>\n\n\n\n<li>\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u65b9\u4fbf\u6ce8\u91ca<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81f4\u529b\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u9879\u76ee\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u56e2\u961f<\/li>\n\n\n\n<li>\u62e5\u6709\u5c0f\u578b\u548c\u5927\u578b\u6570\u636e\u96c6\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u5feb\u901f\u9ad8\u6548\u56fe\u50cf\u6807\u8bb0\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u4e0e\u673a\u5668\u5b66\u4e60\u6846\u67b6\u96c6\u6210\u7684\u5de5\u5177\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1aroboflow.com<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/roboflow-ai<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/roboflow<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png\" alt=\"\" class=\"wp-image-180244\" style=\"width:154px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/LabelMe-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. LabelMe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LabelMe \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u4e3a\u56fe\u50cf\u6807\u6ce8\u800c\u5f00\u53d1\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\u7b49\u4efb\u52a1\u3002\u5b83\u652f\u6301\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u548c\u7ebf\u6761\u7b49\u6807\u6ce8\u7c7b\u578b\u3002LabelMe \u4ee5\u5176\u7b80\u6d01\u6613\u7528\u800c\u95fb\u540d\uff0c\u662f\u4e2d\u5c0f\u578b\u6807\u6ce8\u9879\u76ee\u7684\u6613\u7528\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u867d\u7136\u4e0e\u5176\u4ed6\u5de5\u5177\u76f8\u6bd4\uff0cLabelMe \u662f\u4e00\u6b3e\u57fa\u7840\u5de5\u5177\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u5feb\u901f\u51c6\u786e\u5730\u6807\u8bb0\u56fe\u50cf\u6240\u9700\u7684\u529f\u80fd\u3002\u7531\u4e8e\u5176\u5f00\u6e90\u7279\u6027\uff0c\u5bf9\u4e8e\u9884\u7b97\u6709\u9650\u7684\u56e2\u961f\u6216\u9700\u8981\u4e00\u6b3e\u7b80\u5355\u6613\u7528\u7684\u6ce8\u91ca\u5de5\u5177\u6765\u5b8c\u6210\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u56e2\u961f\u6765\u8bf4\uff0cLabelMe \u662f\u4e00\u6b3e\u514d\u8d39\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u514d\u8d39\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u548c\u7ebf\u6761\u6ce8\u91ca<\/li>\n\n\n\n<li>\u7b80\u5355\u7684\u754c\u9762\uff0c\u53ef\u5feb\u901f\u6807\u8bb0\u56fe\u50cf<\/li>\n\n\n\n<li>\u975e\u5e38\u9002\u5408\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272<\/li>\n\n\n\n<li>\u53ef\u6839\u636e\u4e0d\u540c\u7684\u6ce8\u91ca\u9700\u6c42\u8fdb\u884c\u5b9a\u5236<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e2d\u5c0f\u578b\u56fe\u50cf\u6ce8\u91ca\u9879\u76ee<\/li>\n\n\n\n<li>\u81f4\u529b\u4e8e\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u514d\u8d39\u5f00\u6e90\u5de5\u5177\u6765\u6267\u884c\u6ce8\u91ca\u4efb\u52a1\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u9700\u8981\u7b80\u5355\u6709\u6548\u5de5\u5177\u7684\u7814\u7a76\u4eba\u5458\u6216\u5f00\u53d1\u4eba\u5458<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a<a href=\"http:\/\/www.labelme.io\"> <\/a>labelme.io<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1akentaro@labelme.io<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/labelmeai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"355\" height=\"142\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png\" alt=\"\" class=\"wp-image-180250\" style=\"width:207px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator.png 355w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-300x120.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/VGG-Image-Annotator-18x7.png 18w\" sizes=\"(max-width: 355px) 100vw, 355px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. VGG \u56fe\u50cf\u6ce8\u91ca\u5668\uff08VIA\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">VGG \u56fe\u50cf\u6ce8\u91ca\u5668 (VIA) \u662f\u4e00\u6b3e\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u7531\u725b\u6d25\u5927\u5b66\u89c6\u89c9\u51e0\u4f55\u5c0f\u7ec4\u5f00\u53d1\u3002\u5b83\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\u7b49\u6ce8\u91ca\u4efb\u52a1\uff0c\u5e76\u4e14\u9002\u7528\u4e8e\u56fe\u50cf\u548c\u89c6\u9891\u3002VIA \u65e0\u9700\u5b89\u88c5\uff0c\u53ef\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u8f7b\u677e\u8bbf\u95ee\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u7b80\u5355\u6ce8\u91ca\u5de5\u5177\u7684\u7528\u6237\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">VIA \u64cd\u4f5c\u7b80\u5355\uff0c\u529f\u80fd\u9f50\u5168\uff0c\u63d0\u4f9b\u4e86\u56fe\u50cf\u6807\u6ce8\u6240\u9700\u7684\u6240\u6709\u57fa\u672c\u529f\u80fd\u3002\u867d\u7136\u5b83\u7684\u529f\u80fd\u4e0d\u5982\u4e00\u4e9b\u4ed8\u8d39\u5de5\u5177\u4e30\u5bcc\uff0c\u4f46\u5176\u7b80\u6d01\u6613\u7528\u7684\u7279\u6027\u4f7f\u5176\u6210\u4e3a\u5c0f\u578b\u9879\u76ee\u7528\u6237\u6216\u9700\u8981\u5feb\u901f\u6807\u6ce8\u5de5\u5177\u7684\u7528\u6237\u7684\u7406\u60f3\u4e4b\u9009\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u57fa\u4e8e\u6d4f\u89c8\u5668<\/li>\n\n\n\n<li>\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\u4efb\u52a1<\/li>\n\n\n\n<li>\u7b80\u5355\u7684\u754c\u9762\uff0c\u53ef\u5feb\u901f\u9ad8\u6548\u5730\u8fdb\u884c\u6ce8\u91ca<\/li>\n\n\n\n<li>\u65e0\u9700\u5b89\u88c5\uff0c\u6613\u4e8e\u4f7f\u7528<\/li>\n\n\n\n<li>\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c0f\u578b\u56fe\u50cf\u548c\u89c6\u9891\u6ce8\u91ca\u9879\u76ee<\/li>\n\n\n\n<li>\u9700\u8981\u7b80\u5355\u5de5\u5177\u7684\u7814\u7a76\u4eba\u5458\u6216\u5b66\u751f<\/li>\n\n\n\n<li>\u4e0d\u9700\u8981\u9ad8\u7ea7\u6ce8\u91ca\u529f\u80fd\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u53ef\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\u7684\u5f00\u6e90\u5de5\u5177\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u5740\uff1awww.robots.ox.ac.uk\/~vgg\/software\/via<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u4ef6\uff1avgg-webmasters@robots.ox.ac.takethisout.uk<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/Oxford_VGG<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png\" alt=\"\" class=\"wp-image-179220\" style=\"width:153px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Scale-AI-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u6269\u5927\u4eba\u5de5\u667a\u80fd\u89c4\u6a21<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scale AI \u662f\u4e00\u4e2a\u4e3a\u673a\u5668\u5b66\u4e60\u548c AI \u56e2\u961f\u63d0\u4f9b\u53ef\u6269\u5c55\u6570\u636e\u6807\u6ce8\u670d\u52a1\u7684\u5e73\u53f0\u3002\u5b83\u4e13\u4e3a\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u3001\u673a\u5668\u4eba\u548c\u5185\u5bb9\u5ba1\u6838\u7b49\u884c\u4e1a\u800c\u8bbe\u8ba1\uff0c\u80fd\u591f\u5904\u7406\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\uff0c\u5305\u62ec\u56fe\u50cf\u3001\u89c6\u9891\u548c\u6587\u672c\u3002Scale AI \u7ed3\u5408\u4f7f\u7528\u4eba\u5de5\u6807\u6ce8\u4eba\u5458\u548c AI \u5de5\u5177\uff0c\u4ee5\u786e\u4fdd\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u6807\u6ce8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scale AI \u81f4\u529b\u4e8e\u4e3a\u5927\u578b\u6570\u636e\u96c6\u63d0\u4f9b\u5feb\u901f\u51c6\u786e\u7684\u6807\u6ce8\u3002\u8be5\u5e73\u53f0\u9ad8\u5ea6\u91cd\u89c6\u81ea\u52a8\u5316\u548c\u8d28\u91cf\u63a7\u5236\uff0c\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u51c6\u5907\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u7684\u6570\u636e\uff0c\u786e\u4fdd\u6807\u6ce8\u6570\u636e\u53ef\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c06\u4eba\u5de5\u6ce8\u91ca\u5668\u4e0e\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u6807\u8bb0<\/li>\n\n\n\n<li>\u652f\u6301\u56fe\u7247\u3001\u89c6\u9891\u3001\u6587\u5b57\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u5927\u6570\u636e\u96c6\u7684\u81ea\u52a8\u5316<\/li>\n\n\n\n<li>\u8d28\u91cf\u63a7\u5236\u673a\u5236\u786e\u4fdd\u51c6\u786e\u6027<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u5e76\u9700\u8981\u5feb\u901f\u6570\u636e\u6807\u8bb0\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u548c\u673a\u5668\u4eba\u7b49\u884c\u4e1a<\/li>\n\n\n\n<li>\u6d89\u53ca\u591a\u79cd\u6570\u636e\u7c7b\u578b\uff08\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u672c\uff09\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u6c42\u53ef\u6269\u5c55\u6ce8\u91ca\u89e3\u51b3\u65b9\u6848\u7684\u56e2\u961f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1ascale.com<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/scaleai<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/scale_ai<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/scaleapi<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"92\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png\" alt=\"\" class=\"wp-image-180234\" style=\"width:310px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio.png 548w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-300x50.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Label-Studio-18x3.png 18w\" sizes=\"(max-width: 548px) 100vw, 548px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7.\u6807\u7b7e\u5de5\u4f5c\u5ba4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Label Studio \u662f\u4e00\u6b3e\u529f\u80fd\u591a\u6837\u7684\u5f00\u6e90\u6570\u636e\u6807\u6ce8\u5de5\u5177\uff0c\u53ef\u4ee5\u5904\u7406\u5404\u79cd\u4efb\u52a1\uff0c\u4f8b\u5982\u56fe\u50cf\u6807\u6ce8\u3001\u6587\u672c\u6807\u6ce8\u3001\u97f3\u9891\u5206\u7c7b\u7b49\u7b49\u3002\u5b83\u63d0\u4f9b\u6613\u4e8e\u4f7f\u7528\u7684\u754c\u9762\uff0c\u53ef\u8ba9\u60a8\u5feb\u901f\u6807\u6ce8\u6570\u636e\uff0c\u975e\u5e38\u9002\u5408\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u6216\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u56e2\u961f\u3002Label Studio \u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u4f7f\u5176\u80fd\u591f\u9002\u5e94\u4ece\u8ba1\u7b97\u673a\u89c6\u89c9\u5230\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u4e0d\u540c\u7c7b\u578b\u7684\u9879\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Label Studio \u7684\u7075\u6d3b\u6027\u6700\u4e3a\u7a81\u51fa\u3002\u5b83\u652f\u6301\u4e0d\u540c\u7684\u6ce8\u91ca\u7c7b\u578b\uff0c\u4f8b\u5982\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u548c\u5173\u952e\u70b9\uff0c\u5e76\u5141\u8bb8\u60a8\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u6ee1\u8db3\u9879\u76ee\u9700\u6c42\u3002\u5b83\u662f\u4e00\u6b3e\u514d\u8d39\u5de5\u5177\uff0c\u5bf9\u4e8e\u5c0f\u578b\u4f01\u4e1a\u3001\u7814\u7a76\u4eba\u5458\u6216\u4efb\u4f55\u9884\u7b97\u6709\u9650\u4f46\u5e0c\u671b\u6ce8\u91ca\u5404\u79cd\u6570\u636e\u7684\u4eba\u6765\u8bf4\uff0c\u5b83\u90fd\u662f\u4e00\u4e2a\u6781\u5177\u5438\u5f15\u529b\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u9ad8\u5ea6\u53ef\u5b9a\u5236<\/li>\n\n\n\n<li>\u652f\u6301\u56fe\u7247\u3001\u89c6\u9891\u3001\u97f3\u9891\u3001\u6587\u672c\u6ce8\u91ca<\/li>\n\n\n\n<li>\u5141\u8bb8\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u5b9e\u65f6\u534f\u4f5c<\/li>\n\n\n\n<li>\u7075\u6d3b\u7684\u6ce8\u91ca\u7c7b\u578b\uff0c\u5305\u62ec\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u548c\u5173\u952e\u70b9<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5904\u7406\u4e0d\u540c\u6570\u636e\u7c7b\u578b\uff08\u56fe\u50cf\u3001\u6587\u672c\u3001\u97f3\u9891\uff09\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u5bfb\u6c42\u514d\u8d39\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u7684\u5c0f\u578b\u4f01\u4e1a\u6216\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u9700\u8981\u7075\u6d3b\u5de5\u4f5c\u6d41\u7a0b\u6765\u6267\u884c\u5404\u79cd\u6ce8\u91ca\u4efb\u52a1\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u673a\u5668\u5b66\u4e60\u56e2\u961f\u9700\u8981\u5feb\u901f\u3001\u51c6\u786e\u7684\u6807\u7b7e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1alabelstud.io<\/li>\n\n\n\n<li>\u9886\u82f1\uff1a www.linkedin.com\/company\/heartex<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/labelstudiohq<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"398\" height=\"126\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png\" alt=\"\" class=\"wp-image-180251\" style=\"width:213px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label.png 398w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-300x95.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/MONAI-Label-18x6.png 18w\" sizes=\"(max-width: 398px) 100vw, 398px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. MONAI \u6807\u7b7e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MONAI Label \u662f\u4e00\u6b3e\u4e13\u4e3a\u533b\u5b66\u56fe\u50cf\u6807\u6ce8\u800c\u8bbe\u8ba1\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u662f\u4e13\u6ce8\u4e8e\u533b\u7597\u4fdd\u5065\u9886\u57df AI \u7684 MONAI \u6846\u67b6\u7684\u4e00\u90e8\u5206\u3002\u5b83\u4e3b\u8981\u7528\u4e8e\u533b\u5b66\u5f71\u50cf\u7684\u5206\u5272\u3001\u5206\u7c7b\u548c\u68c0\u6d4b\u7b49\u4efb\u52a1\u3002MONAI Label \u53ef\u4e0e\u4e3b\u6d41\u533b\u5b66\u5f71\u50cf\u8f6f\u4ef6\u96c6\u6210\uff0c\u5bf9\u4e8e\u9700\u8981\u51c6\u786e\u6807\u6ce8\u533b\u5b66\u56fe\u50cf\u7684\u533b\u7597\u4e13\u4e1a\u4eba\u58eb\u548c\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u6b3e\u975e\u5e38\u5b9e\u7528\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MONAI Label \u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u4e13\u6ce8\u4e8e\u533b\u7597\u4fdd\u5065\u9886\u57df\uff0c\u5e76\u4e0e\u533b\u5b66\u5f71\u50cf\u5de5\u5177\u65e0\u7f1d\u96c6\u6210\u3002\u8be5\u5de5\u5177\u975e\u5e38\u9002\u5408\u5904\u7406 MRI \u626b\u63cf\u3001CT \u626b\u63cf\u548c\u5176\u4ed6\u533b\u5b66\u5f71\u50cf\u683c\u5f0f\u7684\u56e2\u961f\u3002\u5b83\u80fd\u591f\u7075\u6d3b\u5730\u5b9a\u5236\u6ce8\u91ca\u4efb\u52a1\u548c\u5de5\u4f5c\u6d41\u7a0b\uff0c\u662f\u4ece\u4e8b\u533b\u7597 AI \u6a21\u578b\u6216\u533b\u7597\u76f8\u5173\u7814\u7a76\u9879\u76ee\u7684\u56e2\u961f\u7684\u7406\u60f3\u4e4b\u9009\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u533b\u5b66\u56fe\u50cf\u6ce8\u91ca\u5de5\u5177<\/li>\n\n\n\n<li>\u652f\u6301\u5206\u5272\u3001\u5206\u7c7b\u548c\u68c0\u6d4b\u4efb\u52a1<\/li>\n\n\n\n<li>\u4e0e\u533b\u5b66\u6210\u50cf\u8f6f\u4ef6\u65e0\u7f1d\u96c6\u6210<\/li>\n\n\n\n<li>\u4e13\u4e3a\u533b\u7597\u4fdd\u5065\u548c\u533b\u5b66\u7814\u7a76\u5e94\u7528\u91cf\u8eab\u5b9a\u5236<\/li>\n\n\n\n<li>\u9488\u5bf9\u7279\u5b9a\u533b\u7597\u7528\u4f8b\u7684\u53ef\u5b9a\u5236\u5de5\u4f5c\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ece\u4e8b\u533b\u5b66\u6210\u50cf\u5de5\u4f5c\u7684\u533b\u7597\u4fdd\u5065\u548c\u533b\u5b66\u7814\u7a76\u56e2\u961f<\/li>\n\n\n\n<li>\u6d89\u53ca MRI\u3001CT \u548c\u5176\u4ed6\u533b\u5b66\u56fe\u50cf\u683c\u5f0f\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u9700\u8981\u53ef\u5b9a\u5236\u7684\u5f00\u6e90\u533b\u7597\u6570\u636e\u6807\u8bb0\u5de5\u5177\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u533b\u5b66\u6210\u50cf\u5de5\u4f5c\u6d41\u7a0b\u7684\u7ec4\u7ec7<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1amonai.io<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/projectmonai<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/ProjectMONAI<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg\" alt=\"\" class=\"wp-image-180252\" style=\"width:138px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Annotely-12x12.jpg 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. Annotely<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Annotely \u662f\u4e00\u6b3e\u7075\u6d3b\u4fbf\u6377\u7684\u56fe\u50cf\u548c\u89c6\u9891\u6807\u6ce8\u5de5\u5177\uff0c\u5c24\u5176\u9002\u5408\u673a\u5668\u5b66\u4e60\u56e2\u961f\u3002\u5b83\u63d0\u4f9b\u7269\u4f53\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5206\u7c7b\u7b49\u529f\u80fd\uff0c\u662f\u5404\u79cd\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u7406\u60f3\u4e4b\u9009\u3002Annotely \u76f4\u89c2\u7684\u754c\u9762\u786e\u4fdd\u7528\u6237\u80fd\u591f\u5feb\u901f\u4e0a\u624b\u6807\u6ce8\u6570\u636e\uff0c\u65e0\u8bba\u662f\u521d\u5b66\u8005\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u56e2\u961f\uff0cAnnotely \u90fd\u662f\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u652f\u6301\u591a\u79cd\u6ce8\u91ca\u7c7b\u578b\uff0c\u4f8b\u5982\u8fb9\u754c\u6846\u548c\u591a\u8fb9\u5f62\uff0c\u5e76\u5141\u8bb8\u5c06\u6807\u8bb0\u6570\u636e\u8f7b\u677e\u5bfc\u51fa\u5230\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002Annotely \u63d0\u4f9b\u514d\u8d39\u670d\u52a1\uff0c\u5bf9\u4e8e\u90a3\u4e9b\u9700\u8981\u4ee5\u7ecf\u6d4e\u9ad8\u6548\u7684\u65b9\u5f0f\u4e3a\u673a\u5668\u5b66\u4e60\u9879\u76ee\u6570\u636e\u96c6\u8fdb\u884c\u6ce8\u91ca\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u5b83\u6210\u4e3a\u4e86\u4ed6\u4eec\u7684\u9996\u9009\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b80\u5355\u76f4\u89c2\u7684\u7528\u6237\u754c\u9762<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u548c\u5206\u5272\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u96c6\u6210<\/li>\n\n\n\n<li>\u5c0f\u578b\u9879\u76ee\u53ef\u514d\u8d39\u4f7f\u7528<\/li>\n\n\n\n<li>\u975e\u5e38\u9002\u5408\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u4efb\u52a1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ece\u4e8b\u4e2d\u5c0f\u578b\u673a\u5668\u5b66\u4e60\u9879\u76ee\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u7b80\u5355\u6613\u7528\u7684\u6ce8\u91ca\u5de5\u5177\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u6d89\u53ca\u7269\u4f53\u68c0\u6d4b\u548c\u56fe\u50cf\u5206\u5272\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u90a3\u4e9b\u5bfb\u6c42\u7ecf\u6d4e\u9ad8\u6548\u3001\u514d\u8d39\u6ce8\u91ca\u89e3\u51b3\u65b9\u6848\u7684\u4eba<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9: annotely.com<\/li>\n\n\n\n<li>\u63a8\u7279\uff1ax.com\/@annotely<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"192\" height=\"192\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png\" alt=\"\" class=\"wp-image-180245\" style=\"width:143px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel.png 192w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/RectLabel-12x12.png 12w\" sizes=\"(max-width: 192px) 100vw, 192px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u77e9\u5f62\u6807\u7b7e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RectLabel \u662f\u4e00\u6b3e\u4e13\u4e3a macOS \u8bbe\u8ba1\u7684\u56fe\u50cf\u6807\u6ce8\u5de5\u5177\u3002\u5b83\u652f\u6301\u591a\u79cd\u6807\u6ce8\u7c7b\u578b\uff0c\u5305\u62ec\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u591a\u8fb9\u5f62\uff0c\u975e\u5e38\u9002\u5408\u5bf9\u8c61\u68c0\u6d4b\u548c\u56fe\u50cf\u5206\u5272\u7b49\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002RectLabel \u4e0e TensorFlow \u65e0\u7f1d\u96c6\u6210\uff0c\u5bf9\u4e8e\u9700\u8981\u5feb\u901f\u51c6\u5907\u6807\u6ce8\u6570\u636e\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RectLabel \u8bbe\u8ba1\u8f7b\u5de7\u6613\u7528\uff0c\u754c\u9762\u7b80\u6d01\uff0c\u53ef\u5feb\u901f\u6807\u6ce8\u3002\u5bf9\u4e8e\u5904\u7406\u4e2d\u5c0f\u578b\u6807\u6ce8\u9879\u76ee\u7684 macOS \u7528\u6237\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5176\u7b80\u5355\u7684\u8bbe\u7f6e\u4f7f\u5176\u6210\u4e3a AI \u6a21\u578b\u6570\u636e\u6807\u6ce8\u5165\u95e8\u7684\u7edd\u4f73\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0e macOS \u517c\u5bb9\u7684\u6ce8\u91ca\u5de5\u5177<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u591a\u8fb9\u5f62\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4e0e TensorFlow \u96c6\u6210\u4ee5\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3<\/li>\n\n\n\n<li>\u7b80\u5355\u76f4\u89c2\u7684\u7528\u6237\u754c\u9762<\/li>\n\n\n\n<li>\u8f7b\u5de7\u6613\u7528<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6267\u884c\u56fe\u50cf\u6ce8\u91ca\u4efb\u52a1\u7684 macOS \u7528\u6237<\/li>\n\n\n\n<li>\u9700\u8981\u5feb\u901f\u9ad8\u6548\u7684\u56fe\u50cf\u6807\u8bb0\u5de5\u5177\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u7269\u4f53\u68c0\u6d4b\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u6c42\u7b80\u5355\u3001\u4fbf\u6377\u7684\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u7684\u7528\u6237<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a<a href=\"http:\/\/www.scalabel.ai\"> <\/a>rectlabel.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"224\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png\" alt=\"\" class=\"wp-image-180249\" style=\"width:137px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel.png 224w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Scalabel-12x12.png 12w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. Scala\u6807\u7b7e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scalabel \u662f\u4e00\u6b3e\u5f00\u6e90\u56fe\u50cf\u548c\u89c6\u9891\u6807\u6ce8\u5de5\u5177\uff0c\u4e13\u4e3a\u53ef\u6269\u5c55\u7684\u673a\u5668\u5b66\u4e60\u9879\u76ee\u6253\u9020\u3002\u5b83\u652f\u6301\u591a\u79cd\u6807\u6ce8\u7c7b\u578b\uff0c\u5305\u62ec\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u5206\u5272\uff0c\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u7406\u60f3\u4e4b\u9009\u3002Scalabel \u7684\u534f\u4f5c\u529f\u80fd\u5141\u8bb8\u591a\u4e2a\u7528\u6237\u5b9e\u65f6\u5904\u7406\u540c\u4e00\u4e2a\u9879\u76ee\uff0c\u8fd9\u5bf9\u4e8e\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u7684\u56e2\u961f\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scalabel \u8fd8\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u6846\u67b6\u5b8c\u7f8e\u96c6\u6210\uff0c\u65b9\u4fbf\u5e0c\u671b\u5feb\u901f\u51c6\u5907\u6807\u8bb0\u6570\u636e\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u7684\u56e2\u961f\u4f7f\u7528\u3002\u5176\u5f00\u6e90\u7279\u6027\u786e\u4fdd\u5176\u5b8c\u5168\u514d\u8d39\u4f7f\u7528\uff0c\u5bf9\u4e8e\u9884\u7b97\u6709\u9650\u7684\u56e2\u961f\u548c\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u662f\u4e00\u4e2a\u6781\u5177\u5438\u5f15\u529b\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u514d\u8d39\u4f7f\u7528<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u5206\u5272\u6ce8\u91ca<\/li>\n\n\n\n<li>\u56e2\u961f\u9879\u76ee\u7684\u5b9e\u65f6\u534f\u4f5c\u529f\u80fd<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u7ba1\u9053\u96c6\u6210<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u81f3\u5927\u578b\u6570\u636e\u96c6<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ece\u4e8b\u5927\u578b\u673a\u5668\u5b66\u4e60\u9879\u76ee\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u56e2\u961f\u6ce8\u91ca\u7684\u5408\u4f5c\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u514d\u8d39\u5f00\u6e90\u5de5\u5177\u7684\u7814\u7a76\u4eba\u5458\u6216\u5f00\u53d1\u4eba\u5458<\/li>\n\n\n\n<li>\u9700\u8981\u5feb\u901f\u3001\u53ef\u6269\u5c55\u7684\u6ce8\u91ca\u89e3\u51b3\u65b9\u6848\u7684\u9879\u76ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1a<a href=\"http:\/\/www.scalabel.ai\"> <\/a>www.scalabel.ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"74\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png\" alt=\"\" class=\"wp-image-169550\" style=\"width:273px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651.png 318w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-300x70.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Superannotate-e1755697270651-18x4.png 18w\" sizes=\"(max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. SuperAnnotate<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SuperAnnotate \u662f\u4e00\u6b3e\u529f\u80fd\u5168\u9762\u7684\u6ce8\u91ca\u5de5\u5177\uff0c\u652f\u6301\u5404\u79cd\u6ce8\u91ca\u4efb\u52a1\uff0c\u5305\u62ec\u5bf9\u8c61\u68c0\u6d4b\u3001\u56fe\u50cf\u5206\u5272\u548c\u5173\u952e\u70b9\u6ce8\u91ca\u3002\u8be5\u5e73\u53f0\u65e8\u5728\u7b80\u5316\u673a\u5668\u5b66\u4e60\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u9879\u76ee\u56e2\u961f\u7684\u6570\u636e\u6807\u8bb0\u6d41\u7a0b\u3002SuperAnnotate \u63d0\u4f9b\u76f4\u89c2\u7684\u754c\u9762\uff0c\u65b9\u4fbf\u7528\u6237\u9ad8\u6548\u5730\u6ce8\u91ca\u5927\u578b\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SuperAnnotate \u7684\u4e00\u5927\u4eae\u70b9\u662f\u5b83\u80fd\u591f\u5229\u7528 AI \u5de5\u5177\u81ea\u52a8\u6267\u884c\u90e8\u5206\u6ce8\u91ca\u6d41\u7a0b\uff0c\u4ece\u800c\u663e\u8457\u51cf\u5c11\u624b\u52a8\u6807\u6ce8\u6240\u9700\u7684\u65f6\u95f4\u3002\u8fd9\u5bf9\u4e8e\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6\u6216\u65f6\u95f4\u7d27\u8feb\u7684\u56e2\u961f\u6765\u8bf4\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u9009\u62e9\u3002\u6b64\u5916\uff0cSuperAnnotate \u652f\u6301\u56e2\u961f\u534f\u4f5c\uff0c\u5141\u8bb8\u591a\u4e2a\u7528\u6237\u5171\u540c\u5b8c\u6210\u540c\u4e00\u4e2a\u9879\u76ee\uff0c\u975e\u5e38\u9002\u5408\u5904\u7406\u5927\u89c4\u6a21\u6ce8\u91ca\u4efb\u52a1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u7279\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u5173\u952e\u70b9\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u5de5\u5177\uff0c\u53ef\u52a0\u5feb\u6807\u8bb0\u901f\u5ea6<\/li>\n\n\n\n<li>\u56e2\u961f\u9879\u76ee\u7684\u5b9e\u65f6\u534f\u4f5c\u529f\u80fd<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u4e14\u9002\u7528\u4e8e\u5c0f\u578b\u548c\u5927\u578b\u6570\u636e\u96c6<\/li>\n\n\n\n<li>\u6613\u4e8e\u4f7f\u7528\u7684\u754c\u9762\uff0c\u5177\u6709\u673a\u5668\u5b66\u4e60\u96c6\u6210\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ece\u4e8b\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u56e2\u961f\u534f\u4f5c\u7684\u5927\u578b\u6ce8\u91ca\u9879\u76ee<\/li>\n\n\n\n<li>\u9700\u8981\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u5de5\u5177\u6765\u52a0\u901f\u6ce8\u91ca\u8fc7\u7a0b\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u7075\u6d3b\u3001\u7528\u6237\u53cb\u597d\u7684\u6ce8\u91ca\u5e73\u53f0\u7684\u9879\u76ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8054\u7cfb\u65b9\u5f0f\u548c\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u7ad9\uff1awww.superannotate.com<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/superannotate<\/li>\n\n\n\n<li>Twitter\uff1ax.com\/superannotate<\/li>\n\n\n\n<li>\u8138\u4e66\uff1a www.facebook.com\/superannotate<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9009\u62e9\u5408\u9002\u7684\u6807\u6ce8\u5de5\u5177\u5bf9\u4e8e\u7b80\u5316\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u6570\u636e\u6807\u6ce8\u6d41\u7a0b\u81f3\u5173\u91cd\u8981\u3002\u5408\u9002\u7684\u5de5\u5177\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6570\u636e\u51c6\u5907\u7684\u6548\u7387\uff0c\u5e76\u786e\u4fdd\u6807\u6ce8\u6570\u636e\u7684\u51c6\u786e\u6027\u3002\u65e0\u8bba\u662f\u5904\u7406\u7b80\u5355\u7684\u56fe\u50cf\u6807\u6ce8\uff0c\u8fd8\u662f\u5904\u7406\u8bf8\u5982\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\u4e4b\u7c7b\u7684\u590d\u6742\u4efb\u52a1\uff0c\u62e5\u6709\u5408\u9002\u7684\u5de5\u5177\u90fd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u9002\u7528\u4e8e\u5c0f\u578b\u9879\u76ee\u7684\u5de5\u5177\u5230\u4e13\u4e3a\u5927\u578b\u6570\u636e\u96c6\u548c\u56e2\u961f\u534f\u4f5c\u800c\u8bbe\u8ba1\u7684\u5de5\u5177\uff0c\u6700\u4f73\u7684\u6ce8\u91ca\u5de5\u5177\u90fd\u5177\u5907\u7075\u6d3b\u6027\u3001\u6613\u7528\u6027\u4ee5\u53ca\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u7684\u96c6\u6210\u3002\u901a\u8fc7\u4e3a\u60a8\u7684\u9879\u76ee\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\uff0c\u60a8\u53ef\u4ee5\u8282\u7701\u65f6\u95f4\u3001\u589e\u5f3a\u534f\u4f5c\uff0c\u5e76\u5c06\u66f4\u591a\u7cbe\u529b\u653e\u5728\u5f00\u53d1\u548c\u8bad\u7ec3 AI \u6a21\u578b\u4e0a\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>When diving into machine learning or AI projects, one of the most time-consuming yet essential tasks is data annotation. Whether you&#8217;re labeling images, videos, or text, choosing the right tool for the job can make a huge difference. The best annotation tools not only help speed up the process but also ensure your labeled data [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":180255,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-180254","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top 12 Annotation Tools (2026)<\/title>\n<meta name=\"description\" content=\"Explore the best annotation tools to streamline your data labeling process and improve the efficiency of your machine learning and AI projects.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/zh\/best-annotation-tools\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top 12 Annotation Tools (2026)\" \/>\n<meta property=\"og:description\" content=\"Explore the best annotation tools to streamline your data labeling process and improve the efficiency of your machine learning and AI projects.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/zh\/best-annotation-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-20T14:06:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-23T22:56:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/pexels-pixabay-270404-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1438\" 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