{"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\/zh\/free-annotation-tools\/","title":{"rendered":"\u9876\u7ea7\u514d\u8d39\u6570\u636e\u6807\u6ce8\u5de5\u5177"},"content":{"rendered":"<p>\u5982\u679c\u60a8\u6b63\u5728\u6df1\u5165\u7814\u7a76\u673a\u5668\u5b66\u4e60\u6216\u4eba\u5de5\u667a\u80fd\uff0c\u60a8\u5f88\u5feb\u5c31\u4f1a\u610f\u8bc6\u5230\u6570\u636e\u6807\u6ce8\u81f3\u5173\u91cd\u8981\u3002\u6ce8\u91ca\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u6807\u6ce8\u56fe\u50cf\u3001\u89c6\u9891\u548c\u5176\u4ed6\u6570\u636e\u96c6\uff0c\u4f7f\u5176\u80fd\u591f\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u3002\u867d\u7136\u8bb8\u591a\u6ce8\u91ca\u5de5\u5177\u4ef7\u683c\u4e0d\u83f2\uff0c\u4f46\u4e5f\u6709\u4e00\u4e9b\u5f88\u68d2\u7684\u514d\u8d39\u5de5\u5177\u53ef\u4f9b\u9009\u62e9\u3002\u65e0\u8bba\u60a8\u662f\u5728\u8fdb\u884c\u5c0f\u578b\u9879\u76ee\u8fd8\u662f\u9700\u8981\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u4e9b\u514d\u8d39\u5de5\u5177\u90fd\u80fd\u5e2e\u52a9\u60a8\u8f7b\u677e\u5b8c\u6210\u5de5\u4f5c\u3002\u8ba9\u6211\u4eec\u6765\u770b\u770b\u5e02\u9762\u4e0a\u6709\u54ea\u4e9b\u6700\u4f73\u7684\u514d\u8d39\u6ce8\u91ca\u5de5\u5177\uff0c\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u5e2e\u52a9\u60a8\u7b80\u5316\u6570\u636e\u6807\u6ce8\u6d41\u7a0b\u3002<\/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. FlyPix AI<\/h2>\n\n\n\n<p>FlyPix AI \u4e13\u6ce8\u4e8e\u5730\u7406\u7a7a\u95f4\u5206\u6790\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5c06\u536b\u661f\u548c\u822a\u62cd\u56fe\u50cf\u8f6c\u5316\u4e3a\u5207\u5b9e\u53ef\u884c\u7684\u6d1e\u5bdf\u3002\u8be5\u5e73\u53f0\u65e8\u5728\u5e2e\u52a9\u6211\u4eec\u68c0\u6d4b\u7269\u4f53\u3001\u76d1\u6d4b\u53d8\u5316\u5e76\u8bc6\u522b\u5f02\u5e38\uff0c\u8fd9\u5bf9\u4e8e\u519c\u4e1a\u3001\u57ce\u5e02\u89c4\u5212\u548c\u73af\u5883\u76d1\u6d4b\u7b49\u884c\u4e1a\u81f3\u5173\u91cd\u8981\u3002\u867d\u7136 FlyPix AI \u662f\u4e00\u4e2a\u4ed8\u8d39\u5e73\u53f0\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e9b\u6709\u4ef7\u503c\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u5c0f\u578b\u9879\u76ee\u6216\u521a\u5f00\u59cb\u4f7f\u7528\u5730\u7406\u7a7a\u95f4\u6570\u636e\u7684\u56e2\u961f\u7684\u514d\u8d39\u6ce8\u91ca\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u770b\u91cd FlyPix AI\uff0c\u56e0\u4e3a\u5b83\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\u4f7f\u6211\u4eec\u80fd\u591f\u8f7b\u677e\u521b\u5efa\u548c\u8bad\u7ec3\u81ea\u5b9a\u4e49 AI \u6a21\u578b\u3002\u4ea4\u4e92\u5f0f\u6ce8\u91ca\u5de5\u5177\u5e2e\u52a9\u6211\u4eec\u6ce8\u91ca\u56fe\u50cf\u5e76\u8bad\u7ec3\u6a21\u578b\uff0c\u65e0\u9700\u4efb\u4f55\u7f16\u7801\u6280\u80fd\uff0c\u4f7f\u5176\u6210\u4e3a\u4e00\u6b3e\u6280\u672f\u548c\u975e\u6280\u672f\u7528\u6237\u5747\u53ef\u8f7b\u677e\u4f7f\u7528\u7684\u5de5\u5177\u3002\u6b64\u5916\uff0cFlyPix AI \u7684\u5b9e\u65f6\u5206\u6790\u548c\u70ed\u56fe\u751f\u6210\u529f\u80fd\u5e2e\u52a9\u6211\u4eec\u8ffd\u8e2a\u968f\u65f6\u95f4\u63a8\u79fb\u7684\u53d8\u5316\uff0c\u63d0\u4f9b\u6e05\u6670\u4e14\u53ef\u64cd\u4f5c\u7684\u6570\u636e\u6d1e\u5bdf\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\"><div class=\"pricing-title\"><strong>\u8d77\u52a8\u673a<\/strong> <br>\u8d2e\u5b58 <br> <strong>10 GB<\/strong> <br> &nbsp;<\/div><\/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=\"btn69fe635584704\" class=\"ts-button\"><div class=\"pt_plus_button btn69fe635584704 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div class=\"pricing-title\"><strong>\u6807\u51c6<\/strong> <br>\u8d2e\u5b58 <br> <strong>120 GB<\/strong> <br> &nbsp;<\/div><\/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=\"btn69fe6355850fb\" class=\"ts-button\"><div class=\"pt_plus_button btn69fe6355850fb button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div class=\"pricing-title\"><strong>\u4e13\u4e1a\u7248<\/strong> <br>\u8d2e\u5b58 <br> <strong>600 GB<\/strong> <br> &nbsp;<\/div><\/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=\"btn69fe635585c29\" class=\"ts-button\"><div class=\"pt_plus_button btn69fe635585c29 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\"><div class=\"pricing-title\"><strong>\u4f01\u4e1a<\/strong> <br>\u8d2e\u5b58 <br> <strong>\u65e0\u9650<\/strong> <br> &nbsp;<\/div><\/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=\"btn69fe6355866c3\" class=\"ts-button\"><div class=\"pt_plus_button btn69fe6355866c3 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\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\u56fe\u50cf\u6ce8\u91ca\u548c\u6a21\u578b\u8bad\u7ec3\u7684\u65e0\u4ee3\u7801\u5e73\u53f0<\/li>\n\n\n\n<li>\u652f\u6301\u536b\u661f\u3001\u65e0\u4eba\u673a\u548c LiDAR \u6570\u636e\u7c7b\u578b<\/li>\n\n\n\n<li>\u7528\u4e8e\u6ce8\u91ca\u5bf9\u8c61\u548c\u8ddf\u8e2a\u53d8\u5316\u7684\u4ea4\u4e92\u5f0f\u5de5\u5177<\/li>\n\n\n\n<li>\u901a\u8fc7\u70ed\u56fe\u751f\u6210\u8fdb\u884c\u5b9e\u65f6\u5206\u6790<\/li>\n\n\n\n<li>\u4e3a\u5927\u578b\u9879\u76ee\u63d0\u4f9b\u4f01\u4e1a\u7ea7\u652f\u6301<\/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>\u68c0\u6d4b\u548c\u8ddf\u8e2a\u56fe\u50cf\u4e2d\u7684\u53d8\u5316\u6216\u5f02\u5e38<\/li>\n\n\n\n<li>\u6839\u636e\u60a8\u7684\u72ec\u7279\u9879\u76ee\u9700\u6c42\u5b9a\u5236 AI \u6a21\u578b\u5f00\u53d1<\/li>\n\n\n\n<li>\u4e0e GIS \u7cfb\u7edf\u96c6\u6210\uff0c\u5b9e\u73b0\u66f4\u987a\u7545\u7684\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u4f7f\u7528\u70ed\u56fe\u53ef\u89c6\u5316\u6570\u636e\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>\u4f7f\u7528\u536b\u661f\u3001\u65e0\u4eba\u673a\u6216 LiDAR \u56fe\u50cf\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u519c\u4e1a\u3001\u57ce\u5e02\u89c4\u5212\u548c\u73af\u5883\u76d1\u6d4b\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u65e0\u4ee3\u7801\u5de5\u5177\u6765\u5feb\u901f\u6ce8\u91ca\u548c\u8bad\u7ec3\u6a21\u578b\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u4efb\u4f55\u9700\u8981\u5b9e\u65f6\u53d8\u5316\u8ddf\u8e2a\u548c\u53ef\u89c6\u5316\u6570\u636e\u8868\u793a\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\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\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. CVAT<\/h2>\n\n\n\n<p>CVAT\uff08\u8ba1\u7b97\u673a\u89c6\u89c9\u6ce8\u91ca\u5de5\u5177\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u4e13\u4e3a\u6ce8\u91ca\u56fe\u50cf\u548c\u89c6\u9891\u800c\u8bbe\u8ba1\uff0c\u4e3b\u8981\u7528\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u3002\u5bf9\u4e8e\u4ece\u4e8b\u9700\u8981\u5bf9\u8c61\u68c0\u6d4b\u3001\u5206\u5272\u548c\u8ddf\u8e2a\u7684\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u70ed\u95e8\u7684\u9009\u62e9\u3002\u8be5\u5e73\u53f0\u652f\u6301\u5404\u79cd\u6ce8\u91ca\u683c\u5f0f\uff0c\u5e76\u63d0\u4f9b\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u4f7f\u5176\u6210\u4e3a\u90a3\u4e9b\u5e0c\u671b\u9ad8\u6548\u6807\u8bb0\u5927\u578b\u6570\u636e\u96c6\u7684\u56e2\u961f\u7684\u9996\u9009\u5de5\u5177\u3002<\/p>\n\n\n\n<p>CVAT \u4ee5\u5176\u5bf9\u7075\u6d3b\u6027\u548c\u534f\u4f5c\u7684\u91cd\u89c6\u800c\u8131\u9896\u800c\u51fa\u3002\u56e2\u961f\u53ef\u4ee5\u8f7b\u677e\u5730\u534f\u4f5c\u5b8c\u6210\u6ce8\u91ca\u9879\u76ee\uff0c\u5e76\u4e14\u8be5\u5e73\u53f0\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u5b8c\u7f8e\u96c6\u6210\uff0c\u5141\u8bb8\u7528\u6237\u5bfc\u51fa\u5df2\u6ce8\u91ca\u7684\u6570\u636e\u4ee5\u4f9b\u8fdb\u4e00\u6b65\u5904\u7406\u3002\u65e0\u8bba\u60a8\u662f\u5728\u8fdb\u884c\u7814\u7a76\u9879\u76ee\uff0c\u8fd8\u662f\u9700\u8981\u4e3a\u5546\u4e1a\u5e94\u7528\u6807\u8bb0\u6570\u636e\uff0cCVAT \u90fd\u80fd\u63d0\u4f9b\u5904\u7406\u590d\u6742\u6ce8\u91ca\u4efb\u52a1\u6240\u9700\u7684\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\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>\u57fa\u4e8e\u56e2\u961f\u7684\u6ce8\u91ca\u5b9e\u65f6\u534f\u4f5c<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u7ba1\u9053\u96c6\u6210<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u5404\u79cd\u56fe\u50cf\u548c\u89c6\u9891\u683c\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>\u9700\u8981\u51c6\u786e\u6570\u636e\u6807\u7b7e\u7684\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\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>\u5bfb\u627e\u514d\u8d39\u5f00\u6e90\u5de5\u5177\u7684\u516c\u53f8<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\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=\"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.\u6807\u7b7e\u5de5\u4f5c\u5ba4<\/h2>\n\n\n\n<p>Label Studio \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u53ef\u4e3a\u56fe\u50cf\u3001\u6587\u672c\u3001\u97f3\u9891\u548c\u89c6\u9891\u63d0\u4f9b\u7075\u6d3b\u7684\u6570\u636e\u6807\u6ce8\u529f\u80fd\u3002\u5bf9\u4e8e\u9700\u8981\u6807\u6ce8\u5404\u79cd\u6570\u636e\u7c7b\u578b\uff08\u5305\u62ec\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\uff09\u7684\u673a\u5668\u5b66\u4e60\u9879\u76ee\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u9009\u62e9\u3002Label Studio \u7684\u8bbe\u8ba1\u517c\u5177\u7528\u6237\u53cb\u597d\u6027\uff0c\u540c\u65f6\u63d0\u4f9b\u81ea\u5b9a\u4e49\u529f\u80fd\uff0c\u4f7f\u5176\u6210\u4e3a\u5177\u6709\u72ec\u7279\u6807\u6ce8\u9700\u6c42\u7684\u56e2\u961f\u7684\u7406\u60f3\u4e4b\u9009\u3002<\/p>\n\n\n\n<p>\u8be5\u5de5\u5177\u652f\u6301\u591a\u79cd\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\uff0c\u5141\u8bb8\u56e2\u961f\u4e3a\u6d89\u53ca\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u5176\u4ed6\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u4efb\u52a1\u7684\u9879\u76ee\u6ce8\u91ca\u6570\u636e\u3002\u5176\u5f00\u6e90\u7279\u6027\u610f\u5473\u7740\u5b83\u7ecf\u6d4e\u9ad8\u6548\u4e14\u53ef\u5b9a\u5236\uff0c\u56e0\u6b64\u7528\u6237\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u7279\u5b9a\u9879\u76ee\u9700\u6c42\u8fdb\u884c\u8c03\u6574\uff0c\u800c\u65e0\u9700\u6295\u5165\u5de8\u989d\u9884\u7b97\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\u6587\u672c\u3001\u97f3\u9891\u6ce8\u91ca<\/li>\n\n\n\n<li>\u56e2\u961f\u5de5\u4f5c\u7684\u5b9e\u65f6\u534f\u4f5c<\/li>\n\n\n\n<li>\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210<\/li>\n\n\n\n<li>\u6613\u4e8e\u4f7f\u7528\u7684\u754c\u9762\uff0c\u53ef\u9ad8\u6548\u6807\u8bb0\u6570\u636e<\/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>\u9700\u8981\u4e3a\u673a\u5668\u5b66\u4e60\u6807\u8bb0\u4e0d\u540c\u6570\u636e\u7c7b\u578b\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u5bfb\u627e\u5177\u6709\u81ea\u5b9a\u4e49\u9009\u9879\u7684\u514d\u8d39\u5f00\u6e90\u5de5\u5177\u7684\u516c\u53f8<\/li>\n\n\n\n<li>\u6d89\u53ca\u8ba1\u7b97\u673a\u89c6\u89c9\u3001NLP \u548c AI \u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u4ece\u4e8b\u9700\u8981\u5b9e\u65f6\u534f\u4f5c\u7684\u6570\u636e\u6807\u8bb0\u4efb\u52a1\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\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=\"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. LabelMe<\/h2>\n\n\n\n<p>LabelMe \u662f\u4e00\u6b3e\u7b80\u5355\u6613\u7528\u7684\u56fe\u50cf\u6ce8\u91ca\u5f00\u6e90\u5de5\u5177\u3002\u5b83\u5c24\u5176\u9002\u5408\u9700\u8981\u5feb\u901f\u6807\u8bb0\u6570\u636e\u4ee5\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u4efb\u52a1\uff08\u4f8b\u5982\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\uff09\u7684\u56e2\u961f\u3002LabelMe \u652f\u6301\u591a\u79cd\u6ce8\u91ca\u683c\u5f0f\uff0c\u5305\u62ec\u8fb9\u754c\u6846\u548c\u591a\u8fb9\u5f62\uff0c\u56e0\u6b64\u80fd\u591f\u7075\u6d3b\u5730\u9002\u5e94\u4e0d\u540c\u7c7b\u578b\u7684\u9879\u76ee\u3002<\/p>\n\n\n\n<p>\u867d\u7136 LabelMe \u662f\u4e00\u6b3e\u76f8\u5bf9\u57fa\u7840\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u7684\u7b80\u5355\u6613\u7528\u4f7f\u5176\u6210\u4e3a\u5c0f\u578b\u9879\u76ee\u6216\u9884\u7b97\u6709\u9650\u7684\u7814\u7a76\u4eba\u5458\u7684\u7406\u60f3\u9009\u62e9\u3002\u5b83\u662f\u5f00\u6e90\u7684\uff0c\u8fd9\u610f\u5473\u7740\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\uff0c\u800c\u4e14\u6613\u4e8e\u4e0a\u624b\uff0c\u5bf9\u4e8e\u4e0d\u9700\u8981\u5927\u578b\u6ce8\u91ca\u5de5\u5177\u590d\u6742\u6027\u7684\u56e2\u961f\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u5b9e\u7528\u7684\u89e3\u51b3\u65b9\u6848\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\u5176\u4ed6\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\u4efb\u52a1<\/li>\n\n\n\n<li>\u53ef\u6839\u636e\u7279\u5b9a\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>\u5c0f\u89c4\u6a21\u56fe\u50cf\u6807\u6ce8\u9879\u76ee<\/li>\n\n\n\n<li>\u9884\u7b97\u6709\u9650\u4e14\u9700\u8981\u5feb\u901f\u89e3\u51b3\u65b9\u6848\u7684\u7814\u7a76\u4eba\u5458\u6216\u56e2\u961f<\/li>\n\n\n\n<li>\u6d89\u53ca\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u5bfb\u627e\u5f00\u6e90\u3001\u514d\u8d39\u6ce8\u91ca\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.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=\"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. Scala\u6807\u7b7e<\/h2>\n\n\n\n<p>Scalabel \u662f\u4e00\u6b3e\u7075\u6d3b\u7684\u5f00\u6e90\u56fe\u50cf\u6807\u6ce8\u5de5\u5177\uff0c\u4e13\u4e3a\u5927\u578b\u9879\u76ee\u8bbe\u8ba1\u3002\u5b83\u652f\u6301\u591a\u79cd\u6807\u6ce8\u7c7b\u578b\uff0c\u4f8b\u5982\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u5206\u5272\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u7cbe\u786e\u9ad8\u8d28\u91cf\u6807\u6ce8\u7684\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002Scalabel \u5177\u5907\u53ef\u6269\u5c55\u6027\uff0c\u56e0\u6b64\u65e0\u8bba\u6570\u636e\u96c6\u5927\u5c0f\uff0c\u90fd\u80fd\u5b8c\u7f8e\u8fd0\u884c\u3002<\/p>\n\n\n\n<p>Scalabel \u7684\u4e00\u5927\u7279\u8272\u662f\u5176\u534f\u4f5c\u529f\u80fd\uff0c\u5141\u8bb8\u56e2\u961f\u5b9e\u65f6\u534f\u4f5c\u5b8c\u6210\u6ce8\u91ca\u4efb\u52a1\u3002\u65e0\u8bba\u60a8\u662f\u4e0e\u5c0f\u578b\u56e2\u961f\u5408\u4f5c\uff0c\u8fd8\u662f\u9700\u8981\u4e00\u6b3e\u80fd\u591f\u5904\u7406\u4f01\u4e1a\u7ea7\u6570\u636e\u96c6\u7684\u5de5\u5177\uff0cScalabel \u90fd\u80fd\u63d0\u4f9b\u53ef\u9760\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u6807\u8bb0\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\u6269\u5c55\u7528\u4e8e\u5927\u578b\u6570\u636e\u96c6<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u3001\u5173\u952e\u70b9\u548c\u5206\u5272<\/li>\n\n\n\n<li>\u57fa\u4e8e\u56e2\u961f\u7684\u6ce8\u91ca\u5b9e\u65f6\u534f\u4f5c<\/li>\n\n\n\n<li>\u53ef\u6839\u636e\u5177\u4f53\u9879\u76ee\u8981\u6c42\u8fdb\u884c\u5b9a\u5236<\/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\u5927\u578b\u590d\u6742\u6570\u636e\u96c6\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u9ad8\u8d28\u91cf\u56fe\u50cf\u6ce8\u91ca\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\u7684\u673a\u5668\u5b66\u4e60\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u57fa\u4e8e\u56e2\u961f\u7684\u6ce8\u91ca\u529f\u80fd\u7684\u534f\u4f5c\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\u5740\uff1awww.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. VGG \u56fe\u50cf\u6ce8\u91ca\u5668\uff08VIA\uff09<\/h2>\n\n\n\n<p>VGG \u56fe\u50cf\u6ce8\u91ca\u5668 (VIA) \u662f\u4e00\u6b3e\u7b80\u5355\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u7531\u725b\u6d25\u5927\u5b66\u89c6\u89c9\u51e0\u4f55\u5c0f\u7ec4\u5f00\u53d1\u3002\u5b83\u4e13\u4e3a\u6807\u8bb0\u56fe\u50cf\u548c\u89c6\u9891\u800c\u8bbe\u8ba1\uff0c\u662f\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u548c AI \u4efb\u52a1\uff08\u4f8b\u5982\u5bf9\u8c61\u68c0\u6d4b\u548c\u5206\u5272\uff09\u7684\u56e2\u961f\u7684\u7406\u60f3\u4e4b\u9009\u3002VIA \u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\uff0c\u65e0\u9700\u5b89\u88c5\uff0c\u8bbf\u95ee\u548c\u4f7f\u7528\u90fd\u975e\u5e38\u4fbf\u6377\u3002<\/p>\n\n\n\n<p>VIA \u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u7b80\u6d01\u6613\u7528\u3002\u5b83\u6ca1\u6709\u8fc7\u591a\u4e0d\u5fc5\u8981\u7684\u529f\u80fd\uff0c\u975e\u5e38\u9002\u5408\u53ea\u9700\u8981\u7b80\u5355\u6ce8\u91ca\u5de5\u5177\u7684\u5c0f\u578b\u9879\u76ee\u6216\u56e2\u961f\u3002\u867d\u7136\u5b83\u53ef\u80fd\u7f3a\u5c11\u4e00\u4e9b\u5176\u4ed6\u5de5\u5177\u7684\u9ad8\u7ea7\u529f\u80fd\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u5feb\u901f\u9ad8\u6548\u6807\u6ce8\u6240\u9700\u7684\u57fa\u672c\u529f\u80fd\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u7b80\u6d01\u5de5\u5177\u7684\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\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\u3001\u7528\u6237\u53cb\u597d\u7684\u754c\u9762<\/li>\n\n\n\n<li>\u65e0\u9700\u5b89\u88c5<\/li>\n\n\n\n<li>\u9002\u5408\u5c0f\u89c4\u6a21\u6ce8\u91ca\u9879\u76ee<\/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\u89c4\u6a21\u56fe\u50cf\u6807\u6ce8\u9879\u76ee<\/li>\n\n\n\n<li>\u9700\u8981\u7b80\u5355\u6613\u7528\u5de5\u5177\u7684\u7814\u7a76\u4eba\u5458\u6216\u5f00\u53d1\u4eba\u5458<\/li>\n\n\n\n<li>\u5bfb\u6c42\u5f00\u6e90\u3001\u514d\u8d39\u89e3\u51b3\u65b9\u6848\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u559c\u6b22\u65e0\u9700\u5b89\u88c5\u7684\u57fa\u4e8e\u6d4f\u89c8\u5668\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\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=\"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. MONAI \u6807\u7b7e<\/h2>\n\n\n\n<p>MONAI Label \u662f\u4e00\u6b3e\u4e13\u4e3a\u533b\u5b66\u5f71\u50cf\u4efb\u52a1\u6784\u5efa\u7684\u5f00\u6e90\u56fe\u50cf\u6807\u6ce8\u5de5\u5177\u3002\u5b83\u662f MONAI \u6846\u67b6\u7684\u4e00\u90e8\u5206\uff0c\u8be5\u6846\u67b6\u4e13\u6ce8\u4e8e\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684 AI \u6280\u672f\u3002\u8be5\u5de5\u5177\u53ef\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u548c\u533b\u7597\u56e2\u961f\u4e3a\u5206\u5272\u3001\u5206\u7c7b\u548c\u68c0\u6d4b\u7b49\u9879\u76ee\u6807\u6ce8\u533b\u5b66\u56fe\u50cf\u3002MONAI Label \u53ef\u4e0e\u533b\u5b66\u5f71\u50cf\u8f6f\u4ef6\u65e0\u7f1d\u96c6\u6210\uff0c\u8fd9\u5bf9\u4e8e\u4ece\u4e8b\u533b\u7597\u4fdd\u5065\u6216\u533b\u5b66\u7814\u7a76\u7684\u56e2\u961f\u5c24\u5176\u6709\u7528\u3002<\/p>\n\n\n\n<p>MONAI Label \u7684\u4f18\u52bf\u5728\u4e8e\u5176\u4e13\u6ce8\u4e8e\u533b\u7597\u4fdd\u5065\u9886\u57df\u3002\u8be5\u5e73\u53f0\u4e13\u4e3a\u533b\u5b66\u56fe\u50cf\u6807\u6ce8\u800c\u6784\u5efa\uff0c\u4f7f\u4e13\u4e1a\u4eba\u5458\u80fd\u591f\u8f7b\u677e\u6807\u6ce8\u533b\u5b66\u626b\u63cf\u6216\u653e\u5c04\u56fe\u50cf\u3002MONAI Label \u51ed\u501f\u5176\u5f00\u6e90\u7279\u6027\uff0c\u4e3a\u9700\u8981\u4e3a\u533b\u7597 AI \u6a21\u578b\u8fdb\u884c\u7cbe\u51c6\u6807\u6ce8\u7684\u56e2\u961f\u63d0\u4f9b\u4e86\u7075\u6d3b\u4e14\u7ecf\u6d4e\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\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>\u4e13\u95e8\u7528\u4e8e\u533b\u5b66\u56fe\u50cf\u6ce8\u91ca\u7684\u5f00\u6e90\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\u6d41\u884c\u7684\u533b\u5b66\u6210\u50cf\u8f6f\u4ef6\u96c6\u6210<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u533b\u7597\u4fdd\u5065\u548c\u533b\u5b66\u7814\u7a76\u5e94\u7528<\/li>\n\n\n\n<li>\u53ef\u9488\u5bf9\u7279\u5b9a\u533b\u7597\u7528\u4f8b\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>\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>\u9700\u8981\u5bf9\u533b\u5b66\u56fe\u50cf\u8fdb\u884c\u7cbe\u786e\u6ce8\u91ca\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u9700\u8981\u5f00\u6e90\u3001\u53ef\u5b9a\u5236\u6ce8\u91ca\u5de5\u5177\u7684\u56e2\u961f\uff0c\u7528\u4e8e\u5c06\u6ce8\u91ca\u96c6\u6210\u5230\u5176\u533b\u5b66\u6210\u50cf\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u533b\u7597\u4fdd\u5065\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: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. Annotely<\/h2>\n\n\n\n<p>Annotely \u662f\u4e00\u6b3e\u56fe\u50cf\u6807\u6ce8\u8f6f\u4ef6\uff0c\u5e2e\u52a9\u56e2\u961f\u4e3a\u673a\u5668\u5b66\u4e60\u548c AI \u9879\u76ee\u6807\u6ce8\u56fe\u50cf\u3002\u5b83\u4e3a\u76ee\u6807\u68c0\u6d4b\u548c\u56fe\u50cf\u5206\u5272\u7b49\u4efb\u52a1\u63d0\u4f9b\u4e86\u7b80\u6d01\u76f4\u89c2\u7684\u754c\u9762\u3002Annotely \u4ee5\u5176\u76f4\u89c2\u6613\u7528\u800c\u8457\u79f0\uff0c\u7528\u6237\u65e0\u9700\u590d\u6742\u7684\u8bbe\u7f6e\u6216\u6f2b\u957f\u7684\u5b66\u4e60\u8fc7\u7a0b\uff0c\u5373\u53ef\u8f7b\u677e\u76f4\u63a5\u5f00\u59cb\u56fe\u50cf\u6807\u6ce8\u3002<\/p>\n\n\n\n<p>\u6b64\u5de5\u5177\u7279\u522b\u9002\u5408\u4e2d\u5c0f\u578b\u9879\u76ee\uff0c\u5bf9\u4e8e\u9700\u8981\u53ef\u9760\u3001\u514d\u8d39\u6570\u636e\u6807\u6ce8\u89e3\u51b3\u65b9\u6848\u7684\u4f01\u4e1a\u6216\u4e2a\u4eba\u6765\u8bf4\uff0c\u5b83\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u9009\u62e9\u3002Annotely \u63d0\u4f9b\u4e86\u56fe\u50cf\u6807\u6ce8\u6240\u9700\u7684\u6240\u6709\u57fa\u672c\u529f\u80fd\uff0c\u5176\u7075\u6d3b\u6027\u4f7f\u5176\u80fd\u591f\u9002\u5e94\u4e0d\u540c\u7c7b\u578b\u7684 AI \u548c\u673a\u5668\u5b66\u4e60\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>\u7b80\u5355\u76f4\u89c2\u7684\u7528\u6237\u754c\u9762<\/li>\n\n\n\n<li>\u652f\u6301\u8fb9\u754c\u6846\u548c\u591a\u8fb9\u5f62\u6ce8\u91ca<\/li>\n\n\n\n<li>\u975e\u5e38\u9002\u5408\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u4efb\u52a1<\/li>\n\n\n\n<li>\u53ef\u6839\u636e\u4e0d\u540c\u7684\u6ce8\u91ca\u9700\u6c42\u8fdb\u884c\u5b9a\u5236<\/li>\n\n\n\n<li>\u514d\u8d39\uff0c\u9002\u7528\u4e8e\u4e2d\u5c0f\u578b\u9879\u76ee<\/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>\u9700\u8981\u5feb\u901f\u7b80\u4fbf\u7684\u6ce8\u91ca\u5de5\u5177\u7684\u4e2d\u5c0f\u578b\u56e2\u961f<\/li>\n\n\n\n<li>\u6d89\u53ca\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u5272\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u60f3\u8981\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u4e14\u514d\u8d39\u7684\u56fe\u50cf\u6807\u8bb0\u5de5\u5177\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u9700\u8981\u53ef\u9760\u56fe\u50cf\u6ce8\u91ca\u8f6f\u4ef6\u7684\u4f01\u4e1a<\/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=\"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. Supervisely<\/h2>\n\n\n\n<p>Supervisely \u662f\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4\uff0c\u6807\u6ce8\u3001\u6570\u636e\u7ec4\u7ec7\u548c\u6a21\u578b\u5b9e\u9a8c\u90fd\u96c6\u4e2d\u4e8e\u6b64\u3002\u7528\u6237\u901a\u5e38\u901a\u8fc7\u8bd5\u7528\u7248\u6216\u793e\u533a\u4f7f\u7528\u6765\u4f53\u9a8c\u8fd9\u6b3e\u514d\u8d39\u7684\u6807\u6ce8\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u6807\u6ce8\u56fe\u50cf\u3001\u89c6\u9891\u3001\u533b\u5b66\u626b\u63cf\u6216 3D \u6570\u636e\u3002\u5176\u6807\u6ce8\u754c\u9762\u7075\u6d3b\uff0c\u652f\u6301\u7b80\u5355\u548c\u66f4\u8be6\u7ec6\u7684\u6807\u6ce8\u4efb\u52a1\uff0c\u4e14\u4e0d\u4f1a\u5f3a\u5236\u6267\u884c\u50f5\u5316\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<p>\u8fd9\u91cc\u7684\u6807\u6ce8\u5e76\u975e\u4e00\u6b21\u6027\u6b65\u9aa4\u3002\u968f\u7740\u6570\u636e\u96c6\u7684\u6f14\u8fdb\uff0c\u6807\u7b7e\u53ef\u4ee5\u88ab\u5ba1\u6838\u3001\u8c03\u6574\u548c\u91cd\u590d\u4f7f\u7528\u3002\u5bf9\u4e8e\u5c0f\u578b\u9879\u76ee\u6216\u7814\u7a76\u5de5\u4f5c\u800c\u8a00\uff0c\u514d\u8d39\u8bbf\u95ee\u6743\u9650\u901a\u5e38\u8db3\u4ee5\u63a2\u7d22\u9ad8\u7ea7\u6807\u6ce8\u7c7b\u578b\uff0c\u5e76\u4e86\u89e3\u672a\u6765\u5982\u4f55\u6784\u5efa\u66f4\u5927\u578b\u7684\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u56fe\u50cf\u3001\u89c6\u9891\u3001\u533b\u7597\u548c 3D \u6ce8\u91ca<\/li>\n\n\n\n<li>\u7528\u4e8e\u6846\u3001\u591a\u8fb9\u5f62\u3001\u5173\u952e\u70b9\u3001\u8ddf\u8e2a\u548c\u5206\u5272\u7684\u5de5\u5177<\/li>\n\n\n\n<li>\u53ef\u9009\u7684AI\u8f85\u52a9\u6807\u6ce8\u529f\u80fd\uff0c\u7528\u4e8e\u91cd\u590d\u6027\u4efb\u52a1<\/li>\n\n\n\n<li>\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u754c\u9762\uff0c\u63d0\u4f9b\u4e91\u7aef\u6216\u81ea\u6258\u7ba1\u9009\u9879<\/li>\n\n\n\n<li>\u9879\u76ee\u5c42\u9762\u7684\u534f\u4f5c\u548c\u5ba1\u67e5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56e2\u961f\u6d4b\u8bd5\u590d\u6742\u7684\u6807\u6ce8\u8bbe\u7f6e<\/li>\n\n\n\n<li>\u5177\u6709\u975e\u6807\u51c6\u6570\u636e\u7c7b\u578b\u7684\u7814\u7a76\u9879\u76ee<\/li>\n\n\n\n<li>\u7528\u6237\u5c06\u6807\u6ce8\u4e0e\u6570\u636e\u96c6\u7ec4\u7ec7\u76f8\u7ed3\u5408<\/li>\n\n\n\n<li>\u5c0f\u89c4\u6a21\u5de5\u4f5c\uff0c\u9700\u8981\u7075\u6d3b\u6027\u800c\u975e\u7b80\u6d01\u6027\u3002<\/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: supervisely.com<\/li>\n\n\n\n<li>\u90ae\u7bb1\uff1ahello@supervisely.com<\/li>\n\n\n\n<li>Facebook\uff1ax.com\/@supervisely_ai<\/li>\n\n\n\n<li>LinkedIn\uff1a 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. \u7eac\u5ea6<\/h2>\n\n\n\n<p>Latitude \u7528\u4e8e\u6807\u6ce8\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6587\u672c\u8f93\u51fa\uff0c\u800c\u975e\u89c6\u89c9\u6570\u636e\u3002\u5176\u514d\u8d39\u7248\u672c\u901a\u5e38\u7528\u4e8e\u4e3a\u6a21\u578b\u54cd\u5e94\u3001\u5bf9\u8bdd\u6216\u7279\u5b9a\u6587\u672c\u7247\u6bb5\u6dfb\u52a0\u4eba\u5de5\u53cd\u9988\u3002\u4e0e\u521b\u5efa\u9759\u6001\u6570\u636e\u96c6\u4e0d\u540c\uff0cLatitude \u7684\u6807\u6ce8\u529f\u80fd\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u4e86\u89e3\u6a21\u578b\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u8868\u73b0\u3002.<\/p>\n\n\n\n<p>\u8be5\u5de5\u5177\u9002\u7528\u4e8e\u90a3\u4e9b\u8bc4\u4f30\u548c\u8fed\u4ee3\u6bd4\u4f53\u79ef\u6807\u6ce8\u66f4\u4e3a\u91cd\u8981\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u53cd\u9988\u53ef\u4ee5\u76f4\u63a5\u5e94\u7528\u4e8e\u751f\u6210\u7684\u8f93\u51fa\uff0c\u4ece\u800c\u66f4\u5bb9\u6613\u53d1\u73b0\u6a21\u5f0f\u3001\u9519\u8bef\u6216\u4e0d\u4e00\u81f4\u4e4b\u5904\u3002\u5bf9\u4e8e\u65e9\u671fLLM\u9879\u76ee\uff0c\u8fd9\u79cd\u6807\u6ce8\u65b9\u5f0f\u901a\u5e38\u4f1a\u53d6\u4ee3\u81ea\u5b9a\u4e49\u7684\u5185\u90e8\u5de5\u5177\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u672c\u548c\u5bf9\u8bdd\u8f93\u51fa\u7684\u6ce8\u91ca<\/li>\n\n\n\n<li>\u8de8\u5ea6\u7ea7\u548c\u54cd\u5e94\u7ea7\u53cd\u9988<\/li>\n\n\n\n<li>\u6ce8\u91cd\u4eba\u4e3a\u5224\u65ad\u800c\u975e\u6279\u91cf\u8d34\u6807\u7b7e\u3002<\/li>\n\n\n\n<li>\u4e0e\u73b0\u6709\u7684LLM\u6d41\u7a0b\u534f\u540c\u5de5\u4f5c<\/li>\n\n\n\n<li>\u514d\u8d39\u4f7f\u7528\uff0c\u9002\u5408\u5b9e\u9a8c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6784\u5efa\u6216\u6d4b\u8bd5\u57fa\u4e8eLLM\u7cfb\u7edf\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u7ed3\u6784\u5316\u4eba\u5de5\u53cd\u9988\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u53ca\u65f6\u8bc4\u4f30\u548c\u8fed\u4ee3\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u6ca1\u6709\u5b9a\u5236\u8bc4\u4f30\u5de5\u5177\u7684\u5c0f\u89c4\u6a21\u7fa4\u4f53<\/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\uff1alatitude.so<\/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\/roboflow-2.png\" alt=\"\" class=\"wp-image-182384\" style=\"width:186px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/roboflow-2.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/roboflow-2-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/roboflow-2-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. Roboflow<\/h2>\n\n\n\n<p>Roboflow \u5e38\u88ab\u7528\u4f5c\u8ba1\u7b97\u673a\u89c6\u89c9\u9879\u76ee\u4e2d\u56fe\u50cf\u6807\u6ce8\u7684\u8d77\u70b9\u3002\u901a\u8fc7\u5176\u514d\u8d39\u7248\u672c\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u4f7f\u7528\u719f\u6089\u7684\u5de5\u5177\uff08\u4f8b\u5982\u6846\u548c\u591a\u8fb9\u5f62\uff09\u6807\u6ce8\u56fe\u50cf\u3002\u8bbe\u7f6e\u8fc7\u7a0b\u7b80\u5355\u6613\u61c2\uff0c\u964d\u4f4e\u4e86\u6807\u6ce8\u65b0\u624b\u5165\u95e8\u7684\u95e8\u69db\u3002.<\/p>\n\n\n\n<p>\u9664\u4e86\u7ed8\u5236\u6807\u7b7e\u4e4b\u5916\uff0c\u6570\u636e\u96c6\u8fd8\u53ef\u4ee5\u5728\u540c\u4e00\u5e73\u53f0\u4e0a\u8fdb\u884c\u7ec4\u7ec7\u3001\u5ba1\u9605\u548c\u521d\u6b65\u5904\u7406\u3002\u867d\u7136\u89c4\u6a21\u8f83\u5927\u7684\u56e2\u961f\u901a\u5e38\u4f1a\u9009\u62e9\u4ed8\u8d39\u65b9\u6848\uff0c\u4f46\u514d\u8d39\u7248\u672c\u8db3\u4ee5\u6ee1\u8db3\u5b66\u4e60\u3001\u539f\u578b\u8bbe\u8ba1\u548c\u6784\u5efa\u65e9\u671f\u6570\u636e\u96c6\u7684\u9700\u6c42\uff0c\u65e0\u9700\u5b89\u88c5\u672c\u5730\u8f6f\u4ef6\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u56fe\u50cf\u6807\u6ce8<\/li>\n\n\n\n<li>\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u3001\u5173\u952e\u70b9\u548c\u5206\u7c7b<\/li>\n\n\n\n<li>\u53ef\u9009\u7684AI\u8f85\u52a9\u6807\u6ce8<\/li>\n\n\n\n<li>\u6570\u636e\u96c6\u7ec4\u7ec7\u548c\u5ba1\u67e5\u5de5\u5177<\/li>\n\n\n\n<li>\u7b80\u6613\u534f\u4f5c\u529f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u673a\u89c6\u89c9\u6807\u6ce8\u5165\u95e8<\/li>\n\n\n\n<li>\u5b66\u751f\u548c\u65e9\u671f\u9879\u76ee<\/li>\n\n\n\n<li>\u5c0f\u578b\u56e2\u961f\u6807\u6ce8\u56fe\u50cf\u6570\u636e\u96c6<\/li>\n\n\n\n<li>\u5e0c\u671b\u5feb\u901f\u8bbe\u7f6e\u4e14\u5f00\u9500\u6700\u5c0f\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>\u63a8\u7279\uff1ax.com\/roboflow<\/li>\n\n\n\n<li>LinkedIn\uff1a 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. \u591a\u5361\u8bfa<\/h2>\n\n\n\n<p>Doccano \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u6587\u672c\u6807\u6ce8\u4efb\u52a1\uff0c\u4f8b\u5982\u5206\u7c7b\u3001\u5e8f\u5217\u6807\u6ce8\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u3002\u5b83\u901a\u5e38\u91c7\u7528\u81ea\u6258\u7ba1\u6a21\u5f0f\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u5b8c\u5168\u638c\u63a7\u6570\u636e\u548c\u6807\u6ce8\u89c4\u5219\u3002\u7531\u4e8e\u5b83\u662f\u514d\u8d39\u5f00\u6e90\u7684\uff0c\u56e0\u6b64\u5e38\u88ab\u7528\u4e8e\u6709\u7279\u5b9a\u9700\u6c42\u7684\u957f\u671f\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u9879\u76ee\u3002.<\/p>\n\n\n\n<p>\u8be5\u754c\u9762\u7b80\u6d01\u5b9e\u7528\uff0c\u4ee5\u4efb\u52a1\u4e3a\u4e2d\u5fc3\u3002\u6807\u6ce8\u5458\u53ef\u4ee5\u5904\u7406\u6587\u672c\u9879\u3001\u6dfb\u52a0\u6807\u7b7e\uff0c\u5e76\u5c06\u7ed3\u679c\u5bfc\u51fa\u4e3a\u5e38\u7528\u683c\u5f0f\u3002\u867d\u7136\u8bbe\u7f6e\u9700\u8981\u4e00\u4e9b\u6280\u672f\u5de5\u4f5c\uff0c\u4f46\u597d\u5904\u662f\u8fd0\u884c\u540e\u5177\u6709\u5f88\u9ad8\u7684\u7075\u6d3b\u6027\uff0c\u4e14\u6ca1\u6709\u4f7f\u7528\u9650\u5236\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u5f00\u6e90\u4e14\u514d\u8d39<\/li>\n\n\n\n<li>\u6587\u672c\u5206\u7c7b\u548c\u5e8f\u5217\u6807\u6ce8\u652f\u6301<\/li>\n\n\n\n<li>\u57fa\u4e8e Web \u7684\u6ce8\u91ca\u754c\u9762<\/li>\n\n\n\n<li>\u5bfc\u51fa\u4e3a\u6807\u51c6 NLP \u683c\u5f0f<\/li>\n\n\n\n<li>\u81ea\u6258\u7ba1\u6570\u636e\u63a7\u5236<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5904\u7406\u6587\u672c\u6570\u636e\u96c6\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u5f00\u6e90\u5de5\u5177\u7684\u7814\u7a76\u5c0f\u7ec4<\/li>\n\n\n\n<li>\u5bf9\u6570\u636e\u8981\u6c42\u4e25\u683c\u7684\u7ec4\u7ec7<\/li>\n\n\n\n<li>\u9700\u8981\u81ea\u5b9a\u4e49\u6ce8\u89e3\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\uff1agithub.com\/doccano\/doccano<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/GitHub<\/li>\n\n\n\n<li>Twitter\uff1ax.com\/github<\/li>\n\n\n\n<li>LinkedIn\uff1awww.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. \u8f7b\u6807\u7b7e<\/h2>\n\n\n\n<p>LightTag \u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u6587\u672c\u6807\u6ce8\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u901f\u5ea6\u548c\u4e00\u81f4\u6027\u8981\u6c42\u8f83\u9ad8\u7684\u573a\u666f\u3002\u5728\u7814\u7a76\u548c\u5e94\u7528\u9886\u57df\uff0c\u5b83\u5e38\u88ab\u63d0\u53ca\uff0c\u56e0\u4e3a\u5b83\u662f\u4e00\u79cd\u5b9e\u7528\u7684\u6587\u672c\u6807\u6ce8\u65b9\u6cd5\uff0c\u80fd\u591f\u5c06\u6807\u6ce8\u4e0e\u4e0b\u6e38\u4efb\u52a1\u7d27\u5bc6\u5173\u8054\u3002LightTag \u63d0\u4f9b\u514d\u8d39\u6216\u4f4e\u95e8\u69db\u7684\u8bbf\u95ee\u65b9\u5f0f\uff0c\u901a\u5e38\u7528\u4e8e\u5b9e\u9a8c\u3001\u6559\u5b66\u6216\u5c0f\u578b\u9879\u76ee\u3002.<\/p>\n\n\n\n<p>\u6807\u6ce8\u5de5\u4f5c\u4fa7\u91cd\u4e8e\u6807\u8bb0\u6587\u672c\u7247\u6bb5\u548c\u7ba1\u7406\u5ba1\u6838\u6d41\u7a0b\uff0c\u800c\u975e\u6279\u91cf\u6807\u6ce8\u3002\u8fd9\u79cd\u8bbe\u8ba1\u9f13\u52b1\u6807\u6ce8\u8005\u548c\u5ba1\u6838\u8005\u7d27\u5bc6\u5408\u4f5c\uff0c\u6709\u52a9\u4e8e\u5728\u6570\u636e\u96c6\u4e0d\u65ad\u589e\u957f\u6216\u53d8\u5316\u65f6\u4fdd\u6301\u6807\u6ce8\u7684\u4e00\u81f4\u6027\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e\u8de8\u5ea6\u7684\u6587\u672c\u6807\u6ce8<\/li>\n\n\n\n<li>\u56f4\u7ed5\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u4f5c\u6d41\u7a0b\u8bbe\u8ba1<\/li>\n\n\n\n<li>\u5ba1\u67e5\u548c\u4e00\u81f4\u6027\u652f\u6301<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u5c0f\u578b\u9879\u76ee\u7684\u8f7b\u91cf\u7ea7\u8bbe\u7f6e<\/li>\n\n\n\n<li>\u5e38\u7528\u4e8e\u7814\u7a76\u9886\u57df<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f<\/li>\n\n\n\n<li>\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u548c\u6807\u6ce8\u4efb\u52a1<\/li>\n\n\n\n<li>\u91cd\u89c6\u4e00\u81f4\u6027\u800c\u975e\u89c4\u6a21\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u4e0e\u6a21\u578b\u5f00\u53d1\u76f8\u5173\u7684\u6587\u672c\u6807\u6ce8<\/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\uff1aaclanthology.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>tagtog \u9002\u7528\u4e8e\u6587\u672c\u6807\u6ce8\uff0c\u5c24\u5176\u9002\u5408\u90a3\u4e9b\u5e0c\u671b\u6784\u5efa\u7ed3\u6784\u5316 NLP \u6570\u636e\u96c6\u4f46\u53c8\u4e0d\u60f3\u9677\u5165\u7e41\u7410\u7684\u8bbe\u7f6e\u6216\u5de5\u5177\u9009\u62e9\u7684\u7528\u6237\u3002\u5b83\u652f\u6301\u624b\u52a8\u6807\u6ce8\u5b9e\u4f53\u3001\u5173\u7cfb\u548c\u6587\u6863\u7ea7\u6807\u7b7e\uff0c\u5e76\u4e14\u80fd\u591f\u5904\u7406\u539f\u751f PDF \u6587\u4ef6\uff0c\u8fd9\u5728\u514d\u8d39\u6807\u6ce8\u5de5\u5177\u4e2d\u4ecd\u7136\u6bd4\u8f83\u5c11\u89c1\u3002\u5bf9\u4e8e\u5c0f\u578b\u56e2\u961f\u3001\u7814\u7a76\u5de5\u4f5c\u6216\u65e9\u671f\u6570\u636e\u96c6\u521b\u5efa\u800c\u8a00\uff0c\u514d\u8d39\u4f7f\u7528\u901a\u5e38\u5c31\u8db3\u591f\u4e86\u3002.<\/p>\n\n\n\n<p>\u6ce8\u91ca\u7f16\u8f91\u5668\u4ee5\u9605\u8bfb\u6d41\u7a0b\u4e3a\u4e2d\u5fc3\u8bbe\u8ba1\uff0c\u800c\u975e\u7e41\u590d\u7684\u8868\u5355\u754c\u9762\u3002\u591a\u4f4d\u6ce8\u91ca\u8005\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u540c\u4e00\u4efd\u6587\u6863\uff0c\u6bd4\u8f83\u4e0d\u540c\u7248\u672c\uff0c\u5e76\u901a\u8fc7\u5ba1\u6838\u548c\u88c1\u51b3\u89e3\u51b3\u5206\u6b67\u3002\u867d\u7136\u53ef\u4ee5\u7a0d\u540e\u6dfb\u52a0\u81ea\u52a8\u5efa\u8bae\uff0c\u4f46\u5373\u4f7f\u5b8c\u5168\u624b\u52a8\u6ce8\u91ca\uff0c\u6ce8\u91ca\u529f\u80fd\u4f9d\u7136\u5f3a\u5927\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d4f\u89c8\u5668\u4e2d\u7684\u6587\u672c\u548c PDF \u6ce8\u91ca<\/li>\n\n\n\n<li>\u5b9e\u4f53\u7ea7\u3001\u5173\u7cfb\u7ea7\u548c\u6587\u6863\u7ea7\u6807\u7b7e<\/li>\n\n\n\n<li>\u652f\u6301\u91cd\u53e0\u548c\u89c4\u8303\u5316\u6807\u6ce8<\/li>\n\n\n\n<li>\u5177\u6709\u5ba1\u67e5\u548c\u88c1\u51b3\u529f\u80fd\u7684\u591a\u7528\u6237\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u57fa\u4e8e\u4e91\u7aef\uff0c\u5e76\u63d0\u4f9b\u672c\u5730\u90e8\u7f72\u9009\u9879<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e13\u6ce8\u4e8e\u6587\u672c\u6216\u6587\u6863\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9879\u76ee<\/li>\n\n\n\n<li>\u7531\u4e3b\u9898\u4e13\u5bb6\u7ec4\u6210\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u9700\u8981\u5ba1\u6838\u548c\u4e00\u81f4\u6027\u68c0\u67e5\u7684\u6807\u6ce8\u4efb\u52a1<\/li>\n\n\n\n<li>\u6df7\u5408\u4eba\u5de5\u548c\u8f85\u52a9\u8d34\u6807\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\uff1adocs.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. QSL<\/h2>\n\n\n\n<p>QSL \u662f\u4e00\u6b3e\u8f7b\u91cf\u7ea7\u7684\u5f00\u6e90\u6807\u6ce8\u5de5\u5177\uff0c\u53ef\u5728 Jupyter \u73af\u5883\u4e2d\u8fd0\u884c\u3002\u5b83\u5e38\u7528\u4e8e\u9700\u8981\u5c06\u6807\u6ce8\u5185\u5bb9\u7d27\u5bc6\u5730\u4e0e\u4ee3\u7801\u3001\u5b9e\u9a8c\u6216 Jupyter Notebook \u7ed3\u5408\u4f7f\u7528\u7684\u573a\u666f\u3002\u8be5\u5de5\u5177\u652f\u6301\u56fe\u50cf\u3001\u89c6\u9891\u751a\u81f3\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u56e0\u6b64\u975e\u5e38\u9002\u5408\u7814\u7a76\u5bc6\u96c6\u578b\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<p>QSL \u5e76\u975e\u5b8c\u6574\u7684 Web \u5e73\u53f0\uff0c\u800c\u662f\u4ee5\u5c0f\u90e8\u4ef6\u6216\u547d\u4ee4\u884c\u5de5\u5177\u7684\u5f62\u5f0f\u8fd0\u884c\u3002\u6807\u7b7e\u76f4\u63a5\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\uff0c\u4f7f\u6574\u4e2a\u8fc7\u7a0b\u7b80\u5355\u900f\u660e\u3002\u7531\u4e8e\u5b83\u4ecd\u5728\u4e0d\u65ad\u53d1\u5c55\u5b8c\u5584\uff0c\u56e0\u6b64\u6700\u9002\u5408\u90a3\u4e9b\u66f4\u6ce8\u91cd\u7075\u6d3b\u6027\u548c\u76f4\u63a5\u63a7\u5236\u800c\u975e\u5b8c\u7f8e\u65e0\u7455\u7684\u5e94\u7528\u573a\u666f\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u514d\u8d39<\/li>\n\n\n\n<li>\u53ef\u4ee5\u4f5c\u4e3a Jupyter \u5c0f\u90e8\u4ef6\u6216 CLI \u8fd0\u884c\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u56fe\u50cf\u3001\u89c6\u9891\u548c\u65f6\u95f4\u5e8f\u5217\u6807\u6ce8<\/li>\n\n\n\n<li>\u8fb9\u754c\u6846\u3001\u591a\u8fb9\u5f62\u3001\u63a9\u7801\u548c\u8303\u56f4<\/li>\n\n\n\n<li>\u672c\u5730\u6216\u4e91\u7aef\u5a92\u4f53\u52a0\u8f7d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 Jupyter notebook \u7684\u7814\u7a76\u4eba\u5458<\/li>\n\n\n\n<li>\u5c0f\u578b\u5b9e\u9a8c\u548c\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u65f6\u95f4\u5e8f\u5217\u6216\u6df7\u5408\u6570\u636e\u6807\u6ce8<\/li>\n\n\n\n<li>\u719f\u6089\u4ee3\u7801\u9a71\u52a8\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\uff1agithub.com\/faustomorales\/qsl<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/GitHub<\/li>\n\n\n\n<li>Twitter\uff1ax.com\/github<\/li>\n\n\n\n<li>LinkedIn\uff1awww.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. \u4f0a\u5170<\/h2>\n\n\n\n<p>ELAN\u662f\u4e00\u6b3e\u684c\u9762\u6807\u6ce8\u5de5\u5177\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u8bed\u8a00\u5b66\u548c\u884c\u4e3a\u7814\u7a76\u9886\u57df\u3002\u5b83\u4e13\u6ce8\u4e8e\u5c06\u6807\u6ce8\u4e0e\u97f3\u9891\u548c\u89c6\u9891\u65f6\u95f4\u8f74\u5bf9\u9f50\uff0c\u56e0\u6b64\u9002\u7528\u4e8e\u8bed\u97f3\u3001\u624b\u52bf\u548c\u4ea4\u4e92\u5206\u6790\u3002\u8be5\u8f6f\u4ef6\u53ef\u514d\u8d39\u4e0b\u8f7d\uff0c\u5e76\u53ef\u5728\u4e3b\u6d41\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u672c\u5730\u8fd0\u884c\u3002.<\/p>\n\n\n\n<p>ELAN \u4e2d\u7684\u6807\u6ce8\u6309\u65f6\u95f4\u987a\u5e8f\u5206\u5c42\u7ec4\u7ec7\uff0c\u4ece\u800c\u652f\u6301\u8be6\u7ec6\u4e14\u5206\u5c42\u7684\u6807\u6ce8\u3002\u867d\u7136\u5176\u754c\u9762\u6bd4\u57fa\u4e8e Web \u7684\u5de5\u5177\u66f4\u6280\u672f\u5316\uff0c\u4f46\u5b83\u5bf9\u65f6\u95f4\u7ed3\u6784\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u63a7\u5236\u529b\uff0c\u56e0\u6b64\u5728\u5b66\u672f\u73af\u5883\u4e2d\u88ab\u5e7f\u6cdb\u4f7f\u7528\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u514d\u8d39\u684c\u9762\u5e94\u7528\u7a0b\u5e8f<\/li>\n\n\n\n<li>\u97f3\u9891\u548c\u89c6\u9891\u6ce8\u91ca\u53ca\u65f6\u95f4\u8f74<\/li>\n\n\n\n<li>\u57fa\u4e8e\u5c42\u7ea7\u7684\u6ce8\u91ca\u7ed3\u6784<\/li>\n\n\n\n<li>\u652f\u6301\u590d\u6742\u7684\u65f6\u95f4\u5173\u7cfb<\/li>\n\n\n\n<li>\u53ef\u5728\u672c\u5730\u8ba1\u7b97\u673a\u4e0a\u79bb\u7ebf\u5de5\u4f5c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bed\u8a00\u5b66\u548c\u8a00\u8bed\u7814\u7a76<\/li>\n\n\n\n<li>\u591a\u6a21\u6001\u97f3\u89c6\u9891\u5206\u6790<\/li>\n\n\n\n<li>\u5b66\u672f\u548c\u7814\u7a76\u73af\u5883<\/li>\n\n\n\n<li>\u9700\u8981\u7cbe\u786e\u65f6\u95f4\u5b89\u6392\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\uff1aarchive.mpi.nl<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u8377\u5170\u5948\u6885\u4ea8\uff0c6525XD\uff0cWundtlaan 1\uff0c\u9a6c\u514b\u65af\u00b7\u666e\u6717\u514b\u5fc3\u7406\u8bed\u8a00\u5b66\u7814\u7a76\u6240\u8bed\u8a00\u6863\u6848\u9986<\/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. \u8036\u8fbe<\/h2>\n\n\n\n<p>Yedda\u4e13\u6ce8\u4e8e\u56fe\u50cf\u548c\u89c6\u9891\u7684\u89c6\u89c9\u6570\u636e\u6807\u6ce8\uff0c\u901a\u5e38\u5e94\u7528\u4e8e\u5b9e\u9645\u64cd\u4f5c\u573a\u666f\u3002\u867d\u7136\u5176\u5927\u90e8\u5206\u5de5\u4f5c\u96c6\u4e2d\u5728\u6258\u7ba1\u670d\u52a1\u4e0a\uff0c\u4f46\u5185\u90e8\u4e5f\u4f7f\u7528\u6807\u6ce8\u5de5\u5177\u6765\u652f\u6301\u6807\u6ce8\u5de5\u4f5c\u6d41\u7a0b\u3002\u514d\u8d39\u4f7f\u7528\u6743\u9650\u8f83\u4e3a\u6709\u9650\uff0c\u901a\u5e38\u4ec5\u9002\u7528\u4e8e\u5c0f\u578b\u8bd5\u9a8c\u6216\u63a2\u7d22\u6027\u5de5\u4f5c\u3002.<\/p>\n\n\n\n<p>\u8be5\u6807\u6ce8\u5de5\u5177\u4fa7\u91cd\u4e8e\u89c6\u89c9\u52a8\u4f5c\u548c\u4e8b\u4ef6\uff0c\u800c\u975e\u6570\u636e\u96c6\u5b9e\u9a8c\u3002\u56e0\u6b64\uff0c\u5b83\u8f83\u5c11\u4f5c\u4e3a\u72ec\u7acb\u7684\u514d\u8d39\u5de5\u5177\u4f7f\u7528\uff0c\u66f4\u591a\u51fa\u73b0\u5728\u6807\u6ce8\u7ed3\u679c\u76f4\u63a5\u5bfc\u5165\u5e94\u7528\u578b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u9879\u76ee\u4e2d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u56fe\u50cf\u548c\u89c6\u9891\u6ce8\u91ca<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u89c6\u89c9\u573a\u666f<\/li>\n\n\n\n<li>\u534f\u4f5c\u6807\u6ce8\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u4e0e\u5e94\u7528\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u4e00\u8d77\u4f7f\u7528<\/li>\n\n\n\n<li>\u5c0f\u89c4\u6a21\u4f7f\u7528\u53ef\u83b7\u5f97\u6709\u9650\u7684\u514d\u8d39\u8bbf\u95ee\u6743\u9650<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a2\u7d22\u53ef\u89c6\u5316\u6807\u6ce8\u5de5\u4f5c\u6d41\u7a0b\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u5728\u6258\u7ba1\u6807\u6ce8\u4e4b\u524d\u8fdb\u884c\u65e9\u671f\u6d4b\u8bd5<\/li>\n\n\n\n<li>\u4e0e\u8fd0\u8425\u89c6\u9891\u6570\u636e\u76f8\u5173\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u7528\u6237\u6b63\u5728\u8bc4\u4f30\u6807\u6ce8\u65b9\u6cd5<\/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.yedda.ai<\/li>\n\n\n\n<li>\u7535\u5b50\u90ae\u7bb1\uff1acontact@yedda.ai<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u65b0\u52a0\u5761\u5b89\u987a\u8def10\u53f7#22-02\u56fd\u9645\u5e7f\u573a\uff0c\u90ae\u7f16\uff1a079903<\/li>\n\n\n\n<li>\u7535\u8bdd\uff1a+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. \u5dee\u5f02\u56fe<\/h2>\n\n\n\n<p>Diffgram \u662f\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u5b83\u5c06\u6807\u6ce8\u548c\u8bad\u7ec3\u6570\u636e\u7ba1\u7406\u6574\u5408\u5728\u4e00\u4e2a\u5e73\u53f0\u4e0a\u3002\u5b83\u53ef\u4ee5\u5b89\u88c5\u5728\u60a8\u81ea\u5df1\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6258\u7ba1\u670d\u52a1\u8bbf\u95ee\uff0c\u652f\u6301\u5bf9\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u672c\u3001\u97f3\u9891\u30013D \u6570\u636e\u7b49\u591a\u79cd\u6570\u636e\u7c7b\u578b\u8fdb\u884c\u6807\u6ce8\u3002\u5176\u754c\u9762\u8bbe\u8ba1\u65e8\u5728\u8ba9\u6807\u6ce8\u4eba\u5458\u80fd\u591f\u76f4\u63a5\u5904\u7406\u6807\u6ce8\u4efb\u52a1\uff0c\u5e76\u968f\u7740\u6570\u636e\u96c6\u7684\u589e\u957f\u8f7b\u677e\u7ba1\u7406\u8fd9\u4e9b\u6807\u6ce8\u3002.<\/p>\n\n\n\n<p>\u7531\u4e8e Diffgram \u8fd8\u96c6\u6210\u4e86\u6570\u636e\u5de5\u4f5c\u6d41\u548c\u57fa\u7840\u81ea\u52a8\u5316\u529f\u80fd\uff0c\u6807\u6ce8\u5de5\u4f5c\u6210\u4e3a\u66f4\u5927\u5faa\u73af\u7684\u4e00\u90e8\u5206\uff0c\u60a8\u53ef\u4ee5\u8ddf\u8e2a\u6570\u636e\u5728\u9879\u76ee\u4e2d\u7684\u6d41\u8f6c\u60c5\u51b5\u3002\u56e2\u961f\u53ef\u4ee5\u9080\u8bf7\u5176\u4ed6\u4eba\u53c2\u4e0e\u4efb\u52a1\u3001\u5ba1\u6838\u6216\u66f4\u6b63\u6807\u6ce8\uff0c\u5e76\u5c06\u624b\u52a8\u6807\u6ce8\u4e0e\u81ea\u52a8\u5efa\u8bae\u76f8\u7ed3\u5408\u3002.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u4eae\u70b9\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u4e14\u53ef\u81ea\u6258\u7ba1\u7684\u6ce8\u91ca\u5e73\u53f0<\/li>\n\n\n\n<li>\u652f\u6301\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u672c\u3001\u97f3\u9891\u548c 3D \u6570\u636e\u7c7b\u578b<\/li>\n\n\n\n<li>\u7ed3\u5408\u4e86\u6807\u6ce8\u3001\u6570\u636e\u7ba1\u7406\u548c\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u7528\u6237\u534f\u4f5c\u6807\u6ce8<\/li>\n\n\n\n<li>\u53ef\u4ee5\u6574\u5408\u81ea\u52a8\u5316\u548c\u6a21\u578b\u9884\u6d4b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9002\u5408\u4eba\u7fa4\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e0c\u671b\u5b8c\u5168\u638c\u63a7\u5176\u6807\u6ce8\u6570\u636e\u7684\u56e2\u961f<\/li>\n\n\n\n<li>\u6d89\u53ca\u6df7\u5408\u6570\u636e\u7c7b\u578b\uff08\u89c6\u89c9\u3001\u6587\u672c\u3001\u97f3\u9891\uff09\u7684\u9879\u76ee<\/li>\n\n\n\n<li>\u66f4\u559c\u6b22\u5f00\u6e90\u5de5\u5177\u800c\u4e0d\u662f\u4e91\u670d\u52a1\u7684\u7528\u6237<\/li>\n\n\n\n<li>\u4e2d\u5c0f\u89c4\u6a21\u7684\u673a\u5668\u5b66\u4e60\u6807\u6ce8\u5de5\u4f5c<\/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\uff1agithub.com\/diffgram\/diffgram<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/GitHub<\/li>\n\n\n\n<li>Twitter\uff1ax.com\/github<\/li>\n\n\n\n<li>LinkedIn\uff1awww.linkedin.com\/company\/github<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u9009\u62e9\u5408\u9002\u7684\u514d\u8d39\u6ce8\u91ca\u5de5\u5177\u5bf9\u4e8e\u7b80\u5316\u673a\u5668\u5b66\u4e60\u548c AI \u9879\u76ee\u4e2d\u7684\u6570\u636e\u6807\u8bb0\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u7b80\u5316\u6570\u636e\u96c6\u7684\u51c6\u5907\u8fc7\u7a0b\uff0c\u65e0\u8bba\u662f\u7528\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u3001\u56fe\u50cf\u5206\u5272\u8fd8\u662f\u5176\u4ed6 AI \u4efb\u52a1\u3002\u4ece\u57fa\u7840\u7684\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5230\u529f\u80fd\u66f4\u4e30\u5bcc\u7684\u5e73\u53f0\uff0c\u5404\u79cd\u65b9\u6848\u90fd\u80fd\u6ee1\u8db3\u5404\u79cd\u9700\u6c42\u548c\u9879\u76ee\u89c4\u6a21\u3002<\/p>\n\n\n\n<p>\u4f18\u79c0\u7684\u6ce8\u91ca\u5de5\u5177\u4e0d\u4ec5\u53ef\u4ee5\u52a0\u5feb\u6ce8\u91ca\u901f\u5ea6\uff0c\u8fd8\u80fd\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\uff0c\u8fd9\u5bf9\u4e8e\u6784\u5efa\u53ef\u9760\u7684 AI \u6a21\u578b\u81f3\u5173\u91cd\u8981\u3002\u8bb8\u591a\u5de5\u5177\u90fd\u63d0\u4f9b\u534f\u4f5c\u529f\u80fd\u548c\u96c6\u6210\u529f\u80fd\uff0c\u5e2e\u52a9\u56e2\u961f\u9ad8\u6548\u5730\u534f\u4f5c\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u3002\u65e0\u8bba\u60a8\u7684\u9879\u76ee\u89c4\u6a21\u6216\u590d\u6742\u7a0b\u5ea6\u5982\u4f55\uff0c\u5408\u9002\u7684\u6ce8\u91ca\u5de5\u5177\u90fd\u80fd\u5e2e\u52a9\u60a8\u8282\u7701\u65f6\u95f4\uff0c\u5e76\u786e\u4fdd\u6570\u636e\u5df2\u51c6\u5907\u597d\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u3002<\/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\/zh\/free-annotation-tools\/\" \/>\n<meta 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