{"id":174673,"date":"2025-03-11T14:43:57","date_gmt":"2025-03-11T14:43:57","guid":{"rendered":"https:\/\/flypix.ai\/?p=174673"},"modified":"2025-07-25T12:40:58","modified_gmt":"2025-07-25T12:40:58","slug":"deep-learning-object-tracking-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/zh\/deep-learning-object-tracking-tools\/","title":{"rendered":"2025 \u5e74\u6700\u4f73\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ffd\u8e2a\u5de5\u5177"},"content":{"rendered":"<p>\u5bf9\u8c61\u8ddf\u8e2a\u662f\u8bb8\u591a AI \u9a71\u52a8\u5e94\u7528\u7a0b\u5e8f\uff08\u4ece\u76d1\u63a7\u7cfb\u7edf\u5230\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff09\u7684\u5173\u952e\u65b9\u9762\u3002\u501f\u52a9\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u8ddf\u8e2a\u89c6\u9891\u6e90\u4e2d\u7684\u5bf9\u8c61\u4ece\u672a\u5982\u6b64\u51c6\u786e\u6216\u9ad8\u6548\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u4e00\u4e9b\u60a8\u53ef\u4ee5\u5728 2025 \u5e74\u4f7f\u7528\u7684\u6700\u4f73\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ddf\u8e2a\u5de5\u5177\u3002\u65e0\u8bba\u60a8\u662f\u5f00\u53d1\u4eba\u5458\u8fd8\u662f AI \u7231\u597d\u8005\uff0c\u8fd9\u4e9b\u5de5\u5177\u90fd\u5c06\u63d0\u5347\u60a8\u7684\u8ddf\u8e2a\u80fd\u529b\uff0c\u5e76\u4e3a\u60a8\u7684\u9879\u76ee\u63d0\u4f9b\u6240\u9700\u7684\u7cbe\u5ea6\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. FlyPix AI<\/h2>\n\n\n\n<p>FlyPix AI \u4e13\u6ce8\u4e8e\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5206\u6790\u5730\u7406\u7a7a\u95f4\u56fe\u50cf\uff0c\u5e2e\u52a9\u7528\u6237\u68c0\u6d4b\u548c\u76d1\u63a7\u56fe\u50cf\u4e2d\u7684\u7269\u4f53\u3002\u6211\u4eec\u7684\u5e73\u53f0\u65e8\u5728\u5904\u7406\u6765\u81ea\u5404\u79cd\u6765\u6e90\uff08\u5305\u62ec\u536b\u661f\u548c\u822a\u62cd\u56fe\u50cf\uff09\u7684\u6570\u636e\uff0c\u4e3a\u4e0d\u540c\u884c\u4e1a\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u89c1\u89e3\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5e73\u53f0\u7684\u529f\u80fd\u5bf9\u4e8e\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u3001\u73af\u5883\u7ba1\u7406\u548c\u57ce\u5e02\u89c4\u5212\u7b49\u5e94\u7528\u5c24\u5176\u6709\u4ef7\u503c\u3002\u901a\u8fc7\u81ea\u52a8\u68c0\u6d4b\u548c\u8ddf\u8e2a\u7269\u4f53\uff0c\u6211\u4eec\u53ef\u4ee5\u5e2e\u52a9\u7ec4\u7ec7\u6839\u636e\u51c6\u786e\u4e14\u6700\u65b0\u7684\u5730\u7406\u7a7a\u95f4\u4fe1\u606f\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<p>\u5728 2025 \u5e74\u7684\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ddf\u8e2a\u5de5\u5177\u4e2d\uff0cFlyPix AI \u8131\u9896\u800c\u51fa\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u5141\u8bb8\u7528\u6237\u8bad\u7ec3\u81ea\u5b9a\u4e49 AI \u6a21\u578b\uff0c\u800c\u65e0\u9700\u7f16\u7a0b\u4e13\u4e1a\u77e5\u8bc6\u3002\u8fd9\u4f7f\u7528\u6237\u80fd\u591f\u6839\u636e\u81ea\u5df1\u7684\u7279\u5b9a\u9700\u6c42\u5b9a\u5236\u5e73\u53f0\uff0c\u786e\u4fdd\u5728\u5404\u79cd\u5730\u7406\u7a7a\u95f4\u6570\u636e\u96c6\u4e2d\u8fdb\u884c\u7cbe\u786e\u800c\u9ad8\u6548\u7684\u5bf9\u8c61\u8ddf\u8e2a\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>\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7269\u4f53\u68c0\u6d4b\u548c\u5206\u6790<\/li>\n\n\n\n<li>\u53ef\u9488\u5bf9\u7279\u5b9a\u9700\u6c42\u521b\u5efa\u5b9a\u5236\u7684 AI \u6a21\u578b<\/li>\n\n\n\n<li>\u7528\u6237\u53cb\u597d\u578b\u5e73\u53f0\uff0c\u65e0\u9700\u9ad8\u7ea7\u7f16\u7a0b\u6280\u80fd<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u519c\u4e1a\u3001\u5efa\u7b51\u548c\u653f\u5e9c\u7b49\u884c\u4e1a<\/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>\u4eba\u5de5\u667a\u80fd\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u5b9a\u5236 AI \u6a21\u578b\u521b\u5efa\u548c\u8bad\u7ec3<\/li>\n\n\n\n<li>\u5927\u6570\u636e\u96c6\u4e2d\u7684\u5bf9\u8c61\u68c0\u6d4b\u548c\u9884\u6d4b<\/li>\n\n\n\n<li>\u7528\u4e8e\u8ddf\u8e2a\u548c\u76d1\u63a7\u7ed3\u679c\u7684\u5206\u6790\u4eea\u8868\u677f<\/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>\u7535\u5b50\u90ae\u4ef6\uff1a <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/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\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<\/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-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pyimagesearch.png\" alt=\"\" class=\"wp-image-174675\" style=\"width:214px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pyimagesearch.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pyimagesearch-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pyimagesearch-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. PyImageSearch<\/h2>\n\n\n\n<p>PyImageSearch \u662f\u4e00\u4e2a\u5728\u7ebf\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u6df1\u5ea6\u5b66\u4e60\u548c OpenCV \u7684\u6559\u80b2\u8d44\u6e90\u3002\u8be5\u7f51\u7ad9\u63d0\u4f9b\u4e00\u7cfb\u5217\u6559\u7a0b\u548c\u8bfe\u7a0b\uff0c\u65e8\u5728\u5e2e\u52a9\u4ece\u521d\u5b66\u8005\u5230\u4e13\u5bb6\u7684\u7528\u6237\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 Python \u548c\u76f8\u5173\u5e93\u5e94\u7528\u56fe\u50cf\u5904\u7406\u6280\u672f\u3002\u901a\u8fc7\u4ed6\u4eec\u7684\u5185\u5bb9\uff0c\u4ed6\u4eec\u6db5\u76d6\u4e86\u5bf9\u8c61\u68c0\u6d4b\u3001\u4eba\u8138\u8bc6\u522b\u548c\u673a\u5668\u5b66\u4e60\u7b49\u4e3b\u9898\uff0c\u7279\u522b\u5f3a\u8c03\u5b9e\u9645\u5b9e\u65bd\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u4ee5\u5176\u5168\u9762\u7684\u6307\u5357\u3001\u9879\u76ee\u548c\u8d44\u6e90\u800c\u95fb\u540d\uff0c\u53ef\u5e2e\u52a9\u5b66\u751f\u57f9\u517b\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u7684\u5b9e\u8df5\u7ecf\u9a8c\u3002\u5b83\u56e0\u5176\u7ed3\u6784\u5316\u7684\u5b66\u4e60\u65b9\u6cd5\u800c\u5728\u8be5\u9886\u57df\u53d7\u5230\u5e7f\u6cdb\u8ba4\u53ef\uff0c\u5e76\u5e2e\u52a9\u65e0\u6570\u4eba\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u4e4b\u65c5\u4e2d\u53d6\u5f97\u8fdb\u6b65\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>\u9002\u5408\u521d\u5b66\u8005\u5230\u9ad8\u7ea7\u5b66\u4e60\u8005\u7684\u6559\u7a0b\u3002<\/li>\n\n\n\n<li>\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/li>\n\n\n\n<li>\u6db5\u76d6 OpenCV\u3001TensorFlow \u548c Keras \u7b49\u5173\u952e\u5e93\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u514d\u8d39\u8d44\u6e90\u548c\u4ed8\u8d39\u8bfe\u7a0b\u3002<\/li>\n\n\n\n<li>\u5f3a\u8c03\u901a\u8fc7\u5b9e\u8df5\u9879\u76ee\u8fdb\u884c\u73b0\u5b9e\u4e16\u754c\u7684\u5b66\u4e60\u3002<\/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>\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u5728\u7ebf\u6559\u7a0b\u548c\u8bfe\u7a0b\u3002<\/li>\n\n\n\n<li>\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u54a8\u8be2\u3002<\/li>\n\n\n\n<li>\u5173\u4e8e\u6df1\u5ea6\u5b66\u4e60\u548c\u56fe\u50cf\u5904\u7406\u7684\u6559\u80b2\u6750\u6599\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\uff1apyimagesearch.com<\/li>\n\n\n\n<li>Facebook\uff1awww.facebook.com\/pyimagesearch<\/li>\n\n\n\n<li>Twitter\uff1awww.x.com\/PyImageSearch<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/pyimagesearch<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/V7-Labs.png\" alt=\"\" class=\"wp-image-169548\" style=\"width:201px;height:auto\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. V7 \u5b9e\u9a8c\u5ba4<\/h2>\n\n\n\n<p>V7 Labs \u4e13\u6ce8\u4e8e AI \u6587\u6863\u5904\u7406\u548c\u6570\u636e\u6807\u8bb0\uff0c\u4e3a\u533b\u7597\u4fdd\u5065\u3001\u91d1\u878d\u3001\u7269\u6d41\u548c\u5236\u9020\u4e1a\u7b49\u5404\u4e2a\u884c\u4e1a\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u516c\u53f8\u4e13\u6ce8\u4e8e\u901a\u8fc7 AI \u8f85\u52a9\u5de5\u5177\u5b9e\u73b0\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316\u5e76\u63d0\u9ad8\u6570\u636e\u6807\u8bb0\u6548\u7387\u3002\u4ed6\u4eec\u7684\u670d\u52a1\u4f7f\u4f01\u4e1a\u80fd\u591f\u6269\u5c55\u5e76\u63d0\u9ad8\u6587\u6863\u5904\u7406\u548c\u81ea\u5b9a\u4e49 AI \u8bad\u7ec3\u7b49\u4efb\u52a1\u7684\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<p>V7 Labs \u63d0\u4f9b\u4e00\u7cfb\u5217\u4ea7\u54c1\uff0c\u5305\u62ec\u7528\u4e8e\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u7684 V7 Go \u548c\u7528\u4e8e\u6570\u636e\u6807\u8bb0\u7684 V7 Darwin\u3002\u8fd9\u4e9b\u5de5\u5177\u65e8\u5728\u7b80\u5316\u6d41\u7a0b\u3001\u7f29\u77ed\u4ef7\u503c\u5b9e\u73b0\u65f6\u95f4\u5e76\u786e\u4fdd\u9ad8\u8d28\u91cf\u7684 AI \u8bad\u7ec3\u6570\u636e\u96c6\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>\u63d0\u4f9b\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6587\u6863\u5904\u7406\u548c\u6570\u636e\u6807\u8bb0\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u4e0e\u533b\u7597\u4fdd\u5065\u3001\u91d1\u878d\u548c\u7269\u6d41\u7b49\u591a\u4e2a\u884c\u4e1a\u5408\u4f5c<\/li>\n\n\n\n<li>\u63d0\u4f9b V7 Go \u548c V7 Darwin \u7b49\u4ea7\u54c1\u6765\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u5e76\u63d0\u9ad8\u6807\u7b7e\u51c6\u786e\u6027<\/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>\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6587\u6863\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316<\/li>\n\n\n\n<li>\u4ece\u5404\u79cd\u683c\u5f0f\u4e2d\u63d0\u53d6\u591a\u6a21\u5f0f\u6570\u636e<\/li>\n\n\n\n<li>\u901a\u8fc7\u4e13\u5bb6\u6ce8\u91ca\u8005\u7f51\u7edc\u63d0\u4f9b\u6570\u636e\u6ce8\u91ca\u670d\u52a1<\/li>\n\n\n\n<li>\u7528\u4e8e\u6269\u5c55 AI \u8bad\u7ec3\u8fc7\u7a0b\u7684\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/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.v7labs.com<\/li>\n\n\n\n<li>\u63a8\u7279\uff1awww.x.com\/v7labs<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/v7labs<\/li>\n\n\n\n<li>\u5730\u5740\uff1aV7 HQ \u4e94\u697c 60 Margaret Street, London, W1W 8TF<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"502\" height=\"100\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/Encord.png\" alt=\"\" class=\"wp-image-160671\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/Encord.png 502w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/Encord-300x60.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/Encord-18x4.png 18w\" sizes=\"(max-width: 502px) 100vw, 502px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. Encord<\/h2>\n\n\n\n<p>Encord \u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u9762\u7684\u5e73\u53f0\uff0c\u7528\u4e8e\u7ba1\u7406\u548c\u6574\u7406\u591a\u6a21\u5f0f AI \u6570\u636e\uff0c\u5305\u62ec\u56fe\u50cf\u3001\u89c6\u9891\u3001\u97f3\u9891\u3001\u6587\u6863\u548c\u533b\u7597\u6587\u4ef6\u3002\u8be5\u5e73\u53f0\u7b80\u5316\u4e86\u6570\u636e\u64cd\u4f5c\uff0c\u4ee5\u521b\u5efa\u7528\u4e8e\u8bad\u7ec3 AI \u6a21\u578b\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u3002Encord \u63d0\u4f9b\u4e86\u9ad8\u6548\u6807\u8bb0\u548c\u6a21\u578b\u8bc4\u4f30\u5de5\u5177\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u63d0\u9ad8\u5176 AI \u5e94\u7528\u7a0b\u5e8f\u7684\u8d28\u91cf\u548c\u901f\u5ea6\u3002\u5b83\u4e0e AWS\u3001GCP \u548c Azure \u7b49\u6d41\u884c\u7684\u4e91\u5b58\u50a8\u670d\u52a1\u96c6\u6210\uff0c\u4ee5\u786e\u4fdd\u65e0\u7f1d\u6570\u636e\u7ba1\u7406\u548c\u8bbf\u95ee\u3002<\/p>\n\n\n\n<p>Encord \u7684\u7cfb\u7edf\u652f\u6301\u8de8\u56e2\u961f\u534f\u4f5c\uff0c\u5e76\u63d0\u4f9b\u53ef\u5b9a\u5236\u7684\u6570\u636e\u6ce8\u91ca\u5de5\u4f5c\u6d41\u7a0b\u3002\u5b83\u6709\u52a9\u4e8e\u521b\u5efa\u5e73\u8861\u3001\u6709\u4ee3\u8868\u6027\u7684\u6570\u636e\u96c6\uff0c\u540c\u65f6\u901a\u8fc7\u9ad8\u7ea7\u8fc7\u6ee4\u9009\u9879\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002\u8be5\u5e73\u53f0\u8fd8\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u6027\u80fd\u6307\u6807\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u6210\u529f\u6027\uff0c\u5e2e\u52a9\u5728\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u5b8c\u5584\u548c\u6539\u8fdb AI \u6a21\u578b\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\u591a\u6a21\u6001\u6570\u636e\u6ce8\u91ca\uff08\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u672c\u3001\u97f3\u9891\u548c\u533b\u7597\u6570\u636e\uff09<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u6570\u636e\u6807\u8bb0\u548c\u5ba1\u67e5\u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>\u4e0e\u4e3b\u8981\u4e91\u5e73\u53f0\uff08AWS\u3001GCP\u3001Azure\uff09\u65e0\u7f1d\u96c6\u6210<\/li>\n\n\n\n<li>\u7528\u4e8e\u6a21\u578b\u8bc4\u4f30\u548c\u6027\u80fd\u8ddf\u8e2a\u7684\u9ad8\u7ea7\u5de5\u5177<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u7b26\u5408\u5b89\u5168\u5408\u89c4\u6027\uff08SOC2\u3001HIPAA\u3001GDPR\uff09<\/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>\u591a\u6a21\u6001\u6570\u636e\u6ce8\u91ca<\/li>\n\n\n\n<li>\u6570\u636e\u7ba1\u7406\u4e0e\u7b56\u5212<\/li>\n\n\n\n<li>\u6a21\u578b\u6027\u80fd\u8bc4\u4f30<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u5de5\u4f5c\u6d41\u7a0b\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u7528\u4e8e\u7f16\u7a0b\u8bbf\u95ee\u7684 API\/SDK<\/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: encord.com<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/encord-team<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"280\" height=\"280\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/ikomia.png\" alt=\"\" class=\"wp-image-174676\" style=\"width:207px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/ikomia.png 280w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/ikomia-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/ikomia-12x12.png 12w\" sizes=\"(max-width: 280px) 100vw, 280px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5.Ikomia<\/h2>\n\n\n\n<p>Ikomia \u4e13\u6ce8\u4e8e\u7b80\u5316 AI \u6a21\u578b\u7684\u90e8\u7f72\uff0c\u5c24\u5176\u662f\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u3002\u4ed6\u4eec\u7684\u5e73\u53f0\u901a\u8fc7\u63d0\u4f9b\u4e0e\u73b0\u6709\u57fa\u7840\u8bbe\u65bd\uff08\u65e0\u8bba\u662f\u5728\u4e91\u7aef\u8fd8\u662f\u5728\u672c\u5730\uff09\u96c6\u6210\u7684\u5de5\u5177\uff0c\u4f7f\u4f01\u4e1a\u80fd\u591f\u66f4\u6709\u6548\u5730\u521b\u5efa\u548c\u6269\u5c55 AI \u89e3\u51b3\u65b9\u6848\u3002Ikomia \u6ce8\u91cd\u7075\u6d3b\u6027\uff0c\u63d0\u4f9b\u4e00\u7cfb\u5217\u9884\u5148\u8bad\u7ec3\u7684 AI \u7b97\u6cd5\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5236\u4f5c\u539f\u578b\u5e76\u90e8\u7f72\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u65e0\u9700\u4e13\u95e8\u7684 DevOps \u56e2\u961f\u3002<\/p>\n\n\n\n<p>\u4ed6\u4eec\u7684\u4ea7\u54c1\u5305\u62ec\u76f4\u89c2\u7684 API \u548c STUDIO \u684c\u9762\u5e94\u7528\u7a0b\u5e8f\uff0c\u4e24\u8005\u5747\u65e8\u5728\u4f7f AI \u6a21\u578b\u7684\u90e8\u7f72\u53d8\u5f97\u65e0\u7f1d\u4e14\u5feb\u901f\u3002Ikomia \u7684\u670d\u52a1\u65e8\u5728\u5f25\u5408 AI \u7814\u7a76\u4e0e\u9700\u8981\u9ad8\u6027\u80fd\u8ba1\u7b97\u673a\u89c6\u89c9\u7cfb\u7edf\u7684\u884c\u4e1a\u5b9e\u9645\u5e94\u7528\u4e4b\u95f4\u7684\u5dee\u8ddd\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>\u5feb\u901f\u90e8\u7f72AI\u6a21\u578b\uff0c\u6bd4\u4f20\u7edf\u65b9\u6cd5\u5feb5\u500d<\/li>\n\n\n\n<li>\u90e8\u7f72\u65e0\u9700 DevOps \u4e13\u4e1a\u77e5\u8bc6<\/li>\n\n\n\n<li>\u4e0e\u4e91\u6216\u672c\u5730\u57fa\u7840\u8bbe\u65bd\u65e0\u7f1d\u96c6\u6210<\/li>\n\n\n\n<li>\u8bbf\u95ee\u5305\u542b 300 \u591a\u4e2a\u9884\u8bad\u7ec3\u7b97\u6cd5\u7684\u5927\u578b\u5e93<\/li>\n\n\n\n<li>\u4e13\u4e3a\u5f00\u53d1\u4eba\u5458\u548c\u975e\u6280\u672f\u7528\u6237\u8bbe\u8ba1\u7684\u5de5\u5177<\/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><strong>Ikomia HUB<\/strong>\uff1a300 \u591a\u79cd\u53ef\u7acb\u5373\u4f7f\u7528\u7684 AI \u7b97\u6cd5\u96c6\u5408<\/li>\n\n\n\n<li><strong>API<\/strong>\uff1a\u5141\u8bb8\u5f00\u53d1\u81ea\u5b9a\u4e49 AI \u5de5\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li><strong>\u5de5\u4f5c\u5ba4<\/strong>\uff1a\u4e00\u6b3e\u65e0\u9700\u4ee3\u7801\u5373\u53ef\u6784\u5efa\u548c\u6d4b\u8bd5\u8ba1\u7b97\u673a\u89c6\u89c9\u9879\u76ee\u7684\u684c\u9762\u5e94\u7528\u7a0b\u5e8f<\/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: www.ikomia.ai<\/li>\n\n\n\n<li>LinkedIn\uff1a www.fr.linkedin.com\/company\/ikomia<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Viso-Suite.jpg\" alt=\"\" class=\"wp-image-169545\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Viso-Suite.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Viso-Suite-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Viso-Suite-12x12.jpg 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u7ef4\u7d22<\/h2>\n\n\n\n<p>Viso \u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u7aef\u5230\u7aef\u5e73\u53f0\u3002\u5176\u89e3\u51b3\u65b9\u6848 Viso Suite \u5141\u8bb8\u4f01\u4e1a\u6784\u5efa\u3001\u90e8\u7f72\u548c\u6269\u5c55 AI \u89c6\u89c9\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ece\u800c\u66f4\u8f7b\u677e\u5730\u7ba1\u7406\u6574\u4e2a\u751f\u547d\u5468\u671f\u2014\u2014\u4ece\u8bad\u7ec3\u6a21\u578b\u5230\u5b9e\u65f6\u76d1\u63a7\u3002\u8be5\u5e73\u53f0\u4f7f\u7528\u6237\u80fd\u591f\u4f7f\u7528\u81ea\u5b9a\u4e49\u6570\u636e\u548c\u6a21\u578b\uff0c\u4e3a\u533b\u7597\u4fdd\u5065\u3001\u96f6\u552e\u548c\u5236\u9020\u4e1a\u7b49\u5404\u4e2a\u884c\u4e1a\u63d0\u4f9b AI \u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\u3002Viso \u4e13\u6ce8\u4e8e\u5e2e\u52a9\u7ec4\u7ec7\u964d\u4f4e\u5927\u89c4\u6a21\u90e8\u7f72 AI \u7684\u590d\u6742\u6027\uff0c\u540c\u65f6\u786e\u4fdd\u5f3a\u5927\u7684\u5b89\u5168\u529f\u80fd\u548c\u8fd0\u8425\u6548\u7387\u3002<\/p>\n\n\n\n<p>Viso Suite \u4e3a\u7528\u6237\u63d0\u4f9b\u6574\u4e2a AI \u751f\u547d\u5468\u671f\u7684\u652f\u6301\uff0c\u5305\u62ec\u6570\u636e\u6536\u96c6\u3001\u6ce8\u91ca\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u90e8\u7f72\u548c\u5b9e\u65f6\u76d1\u63a7\u3002\u8be5\u5e73\u53f0\u96c6\u6210\u4e86\u5404\u79cd\u7cfb\u7edf\uff0c\u5141\u8bb8\u516c\u53f8\u6301\u7eed\u7ef4\u62a4\u548c\u8c03\u8bd5\u5176 AI \u5e94\u7528\u7a0b\u5e8f\uff0c\u786e\u4fdd\u5b83\u4eec\u59cb\u7ec8\u5904\u4e8e\u4f18\u5316\u72b6\u6001\u3002\u5b83\u65e8\u5728\u6ee1\u8db3\u4e0d\u540c\u884c\u4e1a\u7684\u4f01\u4e1a\u9700\u6c42\uff0c\u63d0\u4f9b\u53ef\u5b9a\u5236\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u5927\u89c4\u6a21\u6784\u5efa\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u89e3\u51b3\u65b9\u6848\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>\u9762\u5411 AI \u89c6\u89c9\u5e94\u7528\u7684\u7efc\u5408\u57fa\u7840\u8bbe\u65bd<\/li>\n\n\n\n<li>\u5b9e\u65f6\u76d1\u63a7\u548c\u5206\u6790<\/li>\n\n\n\n<li>\u9ad8\u6c34\u5e73\u7684\u5b89\u5168\u6027\u548c\u5408\u89c4\u6027<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u90e8\u7f72\u81f3\u8fb9\u7f18\u8bbe\u5907<\/li>\n\n\n\n<li>\u4e0e\u73b0\u6709\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210<\/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>AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u7ba1\u7406<\/li>\n\n\n\n<li>\u6570\u636e\u6536\u96c6\u548c\u6ce8\u91ca\u5de5\u5177<\/li>\n\n\n\n<li>\u4f7f\u7528\u6a21\u5757\u5316\u6784\u5efa\u5757\u8fdb\u884c\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1<\/li>\n\n\n\n<li>\u8fb9\u7f18\u90e8\u7f72\u548c\u8bbe\u5907\u7ba1\u7406<\/li>\n\n\n\n<li>\u6301\u7eed\u76d1\u63a7\u548c\u6545\u969c\u6392\u9664<\/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\uff1aviso.ai<\/li>\n\n\n\n<li>\u63a8\u7279\uff1awww.x.com\/viso_ai<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/visoai<\/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\/03\/roboflow.jpg\" alt=\"\" class=\"wp-image-174677\" style=\"width:202px;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\">7. Roboflow<\/h2>\n\n\n\n<p>Roboflow \u63d0\u4f9b\u4e86\u4e00\u5957\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u521b\u5efa\u6570\u636e\u96c6\u3001\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5e76\u9ad8\u6548\u90e8\u7f72\u5b83\u4eec\u3002\u8be5\u5e73\u53f0\u7b80\u5316\u4e86\u901a\u5e38\u5f88\u590d\u6742\u7684\u6570\u636e\u6ce8\u91ca\u3001\u6a21\u578b\u8bad\u7ec3\u548c\u90e8\u7f72\u6d41\u7a0b\uff0c\u63d0\u4f9b\u4e86\u63d0\u9ad8\u751f\u4ea7\u529b\u7684\u5de5\u5177\u3002\u5176\u7528\u6237\u53cb\u597d\u7684\u57fa\u7840\u8bbe\u65bd\u5df2\u88ab\u822a\u7a7a\u822a\u5929\u3001\u533b\u7597\u4fdd\u5065\u548c\u96f6\u552e\u7b49\u591a\u4e2a\u884c\u4e1a\u7684 100 \u591a\u4e07\u5de5\u7a0b\u5e08\u548c\u7ec4\u7ec7\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>Roboflow \u7684\u670d\u52a1\u5305\u62ec\u7528\u4e8e\u6784\u5efa\u7ba1\u9053\u7684\u4f4e\u4ee3\u7801\u754c\u9762\u3001AI \u8f85\u52a9\u6570\u636e\u6ce8\u91ca\u5de5\u5177\u548c\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u7684\u6258\u7ba1\u57fa\u7840\u8bbe\u65bd\u3002\u5b83\u8fd8\u63d0\u4f9b\u5f3a\u5927\u7684\u90e8\u7f72\u9009\u9879\uff0c\u53ef\u5728\u4e91\u7aef\u548c\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fd0\u884c\u6a21\u578b\u3002\u8be5\u5e73\u53f0\u4e0e\u73b0\u6709\u7684\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210\uff0c\u5e76\u652f\u6301\u8de8\u56e2\u961f\u534f\u4f5c\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>\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u56fe\u50cf\u6ce8\u91ca\u5de5\u5177<\/li>\n\n\n\n<li>\u7528\u4e8e\u6784\u5efa\u7ba1\u9053\u7684\u4f4e\u4ee3\u7801\u63a5\u53e3<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u7684\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u57fa\u7840\u8bbe\u65bd<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u4e91\u548c\u8fb9\u7f18\u8bbe\u5907\u7684\u7075\u6d3b\u90e8\u7f72\u9009\u9879<\/li>\n\n\n\n<li>\u652f\u6301\u533b\u7597\u4fdd\u5065\u3001\u822a\u7a7a\u822a\u5929\u548c\u96f6\u552e\u7b49\u591a\u4e2a\u884c\u4e1a<\/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>\u6570\u636e\u96c6\u521b\u5efa\u548c\u7ba1\u7406<\/li>\n\n\n\n<li>\u56fe\u50cf\u6ce8\u91ca\u548c\u589e\u5f3a\u5de5\u5177<\/li>\n\n\n\n<li>\u4f7f\u7528 GPU \u9a71\u52a8\u7684\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3<\/li>\n\n\n\n<li>\u4e91\u548c\u8fb9\u7f18\u90e8\u7f72\u9009\u9879<\/li>\n\n\n\n<li>\u9002\u7528\u4e8e\u56e2\u961f\u5de5\u4f5c\u6d41\u7a0b\u7684\u534f\u4f5c\u5de5\u5177<\/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\uff1auniverse.roboflow.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"80\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/supervisely.webp\" alt=\"\" class=\"wp-image-174678\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/supervisely.webp 390w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/supervisely-300x62.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/supervisely-18x4.webp 18w\" sizes=\"(max-width: 390px) 100vw, 390px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. Supervisely<\/h2>\n\n\n\n<p>Supervisely \u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u9762\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u4fc3\u8fdb\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4e13\u6ce8\u4e8e\u6574\u7406\u3001\u6807\u8bb0\u548c\u6784\u5efa\u56fe\u50cf\u3001\u89c6\u9891\u30013D \u6570\u636e\u548c\u533b\u5b66\u56fe\u50cf\u7684\u751f\u4ea7\u6a21\u578b\u3002\u5b83\u914d\u5907\u4e86\u4e00\u7cfb\u5217\u5148\u8fdb\u7684\u6ce8\u91ca\u5de5\u5177\uff0c\u5305\u62ec\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u6807\u8bb0\uff0c\u5e76\u4e0e\u5404\u79cd\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u96c6\u6210\u3002Supervisely \u88ab\u9700\u8981\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u884c\u4e1a\uff08\u5982\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff09\u7684\u4e13\u4e1a\u4eba\u58eb\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u652f\u6301\u4e00\u7cfb\u5217\u9002\u7528\u4e8e\u4e0d\u540c\u6a21\u5f0f\u7684\u6807\u8bb0\u5de5\u5177\uff0c\u5305\u62ec\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6fc0\u5149\u96f7\u8fbe\u548c\u533b\u5b66\u626b\u63cf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u548c\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u53ef\u5b9a\u5236\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u5b83\u8fd8\u5f3a\u8c03\u534f\u4f5c\u3001\u6570\u636e\u5b89\u5168\u548c\u5927\u578b\u6570\u636e\u96c6\u7684\u7ba1\u7406\uff0c\u63d0\u4f9b\u81ea\u52a8\u5316\u5de5\u5177\u6765\u52a0\u5feb\u6807\u8bb0\u8fc7\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>\u9488\u5bf9\u591a\u79cd\u6570\u636e\u7c7b\u578b\uff08\u56fe\u50cf\u3001\u89c6\u9891\u30013D \u548c\u533b\u7597\u6570\u636e\uff09\u7684 AI \u8f85\u52a9\u6807\u8bb0\u3002<\/li>\n\n\n\n<li>\u53ef\u5b9a\u5236\u7684\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u53ca\u4e0e SDK \u548c API \u7684\u96c6\u6210\u3002<\/li>\n\n\n\n<li>\u534f\u4f5c\u5de5\u5177\u548c\u6570\u636e\u7ba1\u7406\u529f\u80fd\u3002<\/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>\u5404\u79cd\u6570\u636e\u7c7b\u578b\uff08\u56fe\u50cf\u3001\u89c6\u9891\u30013D\u3001\u533b\u7597\uff09\u7684\u6807\u8bb0\u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u4eba\u5de5\u667a\u80fd\u589e\u5f3a\u7684\u6ce8\u91ca\u548c\u81ea\u52a8\u6807\u8bb0\u529f\u80fd\u3002<\/li>\n\n\n\n<li>\u5b9a\u5236 UI \u548c\u5de5\u4f5c\u6d41\u7a0b\u5f00\u53d1\u3002<\/li>\n\n\n\n<li>\u9488\u5bf9\u4eba\u5de5\u667a\u80fd\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u9700\u6c42\u7684\u54a8\u8be2\u670d\u52a1\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>\u63a8\u7279: www.x.com\/@supervisely_ai<\/li>\n\n\n\n<li>LinkedIn\uff1a www.linkedin.com\/company\/10456352<\/li>\n\n\n\n<li>\u5730\u5740\uff1a\u5854\u6797\uff0cKesklinna linnaosa\uff0cAhtri tn 12<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"195\" height=\"258\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/OpenCV.png\" alt=\"\" class=\"wp-image-168834\" style=\"width:167px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/OpenCV.png 195w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/OpenCV-9x12.png 9w\" sizes=\"(max-width: 195px) 100vw, 195px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. OpenCV<\/h2>\n\n\n\n<p>OpenCV\uff0c\u5373\u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u662f\u4e00\u4e2a\u5f00\u6e90\u5e93\uff0c\u5305\u542b 2,500 \u591a\u79cd\u7528\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u673a\u5668\u5b66\u4e60\u7684\u7b97\u6cd5\u3002\u5b83\u6700\u521d\u7531\u82f1\u7279\u5c14\u4e8e 1999 \u5e74\u5f00\u53d1\uff0c\u540e\u6765\u7531 Willow Garage \u548c Itseez \u7b49\u7ec4\u7ec7\u7ef4\u62a4\uff0c\u6700\u540e\u8fc7\u6e21\u5230\u5f00\u6e90\u89c6\u89c9\u57fa\u91d1\u4f1a\u3002OpenCV \u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ec C++\u3001Python\u3001Java \u548c MATLAB\/OCTAVE\uff0c\u5e76\u4e14\u4e0e Windows\u3001Linux\u3001macOS\u3001Android \u548c iOS \u517c\u5bb9\u3002<\/p>\n\n\n\n<p>\u8be5\u5e93\u63d0\u4f9b\u4e86\u7528\u4e8e\u56fe\u50cf\u5904\u7406\u3001\u5bf9\u8c61\u68c0\u6d4b\u548c\u5b9e\u65f6\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7684\u5404\u79cd\u5de5\u5177\u3002\u5b83\u7684\u7075\u6d3b\u6027\u548c\u4e30\u5bcc\u7684\u6587\u6863\u4f7f\u5176\u6210\u4e3a\u5b66\u672f\u7814\u7a76\u548c\u5546\u4e1a\u9879\u76ee\u7684\u5b9d\u8d35\u8d44\u6e90\u3002\u5728\u6df1\u5ea6\u5b66\u4e60\u548c\u5bf9\u8c61\u8ddf\u8e2a\u65b9\u9762\uff0cOpenCV \u7684 DNN \u6a21\u5757\u5141\u8bb8\u96c6\u6210\u9884\u5148\u8bad\u7ec3\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u4ece\u800c\u5b9e\u73b0\u5148\u8fdb\u7684\u5b9e\u65f6\u8ddf\u8e2a\u89e3\u51b3\u65b9\u6848\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>\u6210\u7acb\u65f6\u95f4\uff1a1999 \u5e74<\/li>\n\n\n\n<li>\u521d\u59cb\u5f00\u53d1\u5546\uff1a\u82f1\u7279\u5c14<\/li>\n\n\n\n<li>\u8bb8\u53ef\u8bc1\uff1aApache 2.0<\/li>\n\n\n\n<li>\u652f\u6301\u7684\u8bed\u8a00\uff1aC++\u3001Python\u3001Java\u3001MATLAB\/OCTAVE<\/li>\n\n\n\n<li>\u652f\u6301\u7684\u5e73\u53f0\uff1aWindows\u3001Linux\u3001macOS\u3001Android\u3001iOS<\/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><strong>OpenCV \u5e93<\/strong> \u2013 \u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u5168\u9762\u96c6\u5408\u3002<\/li>\n\n\n\n<li><strong>OpenCV \u5927\u5b66<\/strong> \u2013 \u6709\u5173\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u6df1\u5ea6\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7684\u6559\u80b2\u8bfe\u7a0b\u548c\u8d44\u6e90\u3002<\/li>\n\n\n\n<li><strong>OpenCV \u4eba\u8138\u8bc6\u522b<\/strong> \u2013 \u7531 OpenCV \u7684\u5e7f\u6cdb\u5e93\u63d0\u4f9b\u652f\u6301\u7684\u4eba\u8138\u8bc6\u522b\u6280\u672f\u3002<\/li>\n\n\n\n<li><strong>OpenCV AI \u5957\u4ef6\uff08OAK\uff09<\/strong> \u2013 \u652f\u6301\u7a7a\u95f4AI\u5e94\u7528\u7684\u786c\u4ef6\u6a21\u5757\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\uff1aopencv.org<\/li>\n\n\n\n<li>\u5730\u5740\uff1a445 Sherman Ave, Palo Alto, CA 94306, \u7f8e\u56fd<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TensorFlow.jpg\" alt=\"\" class=\"wp-image-168674\" style=\"width:281px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TensorFlow.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TensorFlow-300x133.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TensorFlow-768x340.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TensorFlow-18x8.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. TensorFlow<\/h2>\n\n\n\n<p>TensorFlow \u662f Google \u5f00\u53d1\u7684\u673a\u5668\u5b66\u4e60\u5f00\u6e90\u5e73\u53f0\u3002\u5b83\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u5de5\u5177\u3001\u5e93\u548c\u793e\u533a\u8d44\u6e90\u751f\u6001\u7cfb\u7edf\uff0c\u53ef\u4fc3\u8fdb\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u3002TensorFlow \u652f\u6301\u5404\u79cd\u4efb\u52a1\uff0c\u5305\u62ec\u6df1\u5ea6\u5b66\u4e60\u548c\u5bf9\u8c61\u8ddf\u8e2a\uff0c\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u4eba\u5458\u548c\u7814\u7a76\u4eba\u5458\u7684\u591a\u529f\u80fd\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u8be5\u5e73\u53f0\u63d0\u4f9b\u76f4\u89c2\u7684 API \u7528\u4e8e\u6784\u5efa\u548c\u8bad\u7ec3\u6a21\u578b\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u9ad8\u6548\u5730\u5b9e\u73b0\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\u3002TensorFlow \u7684\u9002\u5e94\u6027\u4f7f\u5176\u53ef\u4ee5\u5728\u4ece\u684c\u9762\u5230\u79fb\u52a8\u8bbe\u5907\u7684\u591a\u4e2a\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u652f\u6301\u7814\u7a76\u548c\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e7f\u6cdb\u5e94\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><strong>\u5f00\u53d1\u5546:<\/strong> \u8c37\u6b4c<\/li>\n\n\n\n<li><strong>\u6267\u7167\uff1a<\/strong> Apache 2.0<\/li>\n\n\n\n<li><strong>\u652f\u6301\u7684\u8bed\u8a00\uff1a<\/strong> Python\u3001C++\u3001JavaScript\u3001Java\u3001Go\u3001Swift<\/li>\n\n\n\n<li><strong>\u652f\u6301\u7684\u5e73\u53f0\uff1a<\/strong> Windows\u3001Linux\u3001macOS\u3001Android\u3001iOS<\/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><strong>TensorFlow \u5e93\uff1a<\/strong> \u7528\u4e8e\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u7efc\u5408\u5de5\u5177\u548c\u5e93\u7684\u96c6\u5408\u3002<\/li>\n\n\n\n<li><strong>TensorFlow.js\uff1a<\/strong> \u652f\u6301\u4f7f\u7528 JavaScript \u5f00\u53d1\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u3002<\/li>\n\n\n\n<li><strong>TensorFlow Lite\uff1a<\/strong> \u4fc3\u8fdb\u5728\u79fb\u52a8\u548c\u8fb9\u7f18\u8bbe\u5907\u4e0a\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>TensorFlow \u6269\u5c55\uff08TFX\uff09\uff1a<\/strong> \u63d0\u4f9b\u7528\u4e8e\u6784\u5efa\u53ef\u7528\u4e8e\u751f\u4ea7\u7684\u673a\u5668\u5b66\u4e60\u7ba1\u9053\u7684\u7ec4\u4ef6\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\uff1awww.tensorflow.org<\/li>\n\n\n\n<li>Twitter\uff1awww.x.com\/tensorflow<\/li>\n\n\n\n<li>LinkedIn\uff1awww.linkedin.com\/showcase\/tensorflowdev<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1012\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-1024x1012.png\" alt=\"\" class=\"wp-image-174679\" style=\"width:233px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-1024x1012.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-300x297.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-768x759.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-1536x1518.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-2048x2024.png 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/joseph-12x12.png 12w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11.\u7ea6\u745f\u592b\u00b7\u96f7\u5fb7\u8499<\/h2>\n\n\n\n<p>Joseph Redmon \u662f\u4e00\u4f4d\u8ba1\u7b97\u673a\u89c6\u89c9\u7814\u7a76\u5458\uff0c\u56e0\u5f00\u53d1 YOLO\uff08You Only Look Once\uff09\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b\u7cfb\u7edf\u800c\u95fb\u540d\u3002\u4ed6\u521b\u5efa\u4e86 Darknet\uff0c\u8fd9\u662f\u4e00\u4e2a\u7528 C \u548c CUDA \u7f16\u5199\u7684\u5f00\u6e90\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff0c\u65e8\u5728\u652f\u6301 CPU \u548c GPU \u8ba1\u7b97\u3002\u4ed6\u7684\u5de5\u4f5c\u4e3a\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b\u505a\u51fa\u4e86\u91cd\u5927\u8d21\u732e\uff0c\u4f7f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u66f4\u52a0\u9ad8\u6548\u548c\u6613\u4e8e\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>Redmon \u7684\u7814\u7a76\u5bf9\u8ba1\u7b97\u673a\u89c6\u89c9\u4ea7\u751f\u4e86\u6df1\u8fdc\u7684\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5728\u7269\u4f53\u68c0\u6d4b\u548c\u8bc6\u522b\u65b9\u9762\u3002\u4ed6\u7684\u51fa\u7248\u7269\u5305\u62ec\u300a\u4f60\u53ea\u9700\u770b\u4e00\u6b21\uff1a\u7edf\u4e00\u7684\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b\u300b\u548c\u300aYOLOv3\uff1a\u6e10\u8fdb\u5f0f\u6539\u8fdb\u300b\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u4e86 YOLO \u7cfb\u7edf\u7684\u6f14\u53d8\u3002\u8fd9\u4e9b\u8d21\u732e\u5f71\u54cd\u4e86\u8bb8\u591a\u5e94\u7528\uff0c\u4ece\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5230\u5b89\u5168\u76d1\u63a7\u548c\u673a\u5668\u4eba\u6280\u672f\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>YOLO \u7269\u4f53\u68c0\u6d4b\u7cfb\u7edf\u5f00\u53d1\u8005<\/li>\n\n\n\n<li>Darknet\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\u7684\u521b\u5efa\u8005<\/li>\n\n\n\n<li>\u7814\u7a76\u91cd\u70b9\u4e3a\u5b9e\u65f6\u7269\u4f53\u68c0\u6d4b\u548c\u6df1\u5ea6\u5b66\u4e60<\/li>\n\n\n\n<li>\u5bf9\u63a8\u52a8\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u7684\u8d21\u732e<\/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>\u7528\u4e8e\u7269\u4f53\u68c0\u6d4b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u5f00\u53d1<\/li>\n\n\n\n<li>\u5f00\u6e90\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff08Darknet\uff09<\/li>\n\n\n\n<li>\u5b9e\u65f6\u56fe\u50cf\u548c\u89c6\u9891\u5904\u7406\u7814\u7a76<\/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: pjreddie.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"285\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-1024x285.png\" alt=\"\" class=\"wp-image-174680\" style=\"width:406px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-1024x285.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-300x84.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-768x214.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-1536x428.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-2048x571.png 2048w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/the-mathis-18x5.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u81ea\u9002\u5e94\u667a\u80fd\u9a6c\u8482\u65af\u5b9e\u9a8c\u5ba4<\/h2>\n\n\n\n<p>Mathis \u5b9e\u9a8c\u5ba4\u7531\u745e\u58eb\u6d1b\u6851\u8054\u90a6\u7406\u5de5\u5b66\u9662 (EPFL) \u7684 Mackenzie Mathis \u6559\u6388\u9886\u5bfc\uff0c\u4e13\u6ce8\u4e8e\u7406\u89e3\u667a\u80fd\u7cfb\u7edf\u4e2d\u7684\u81ea\u9002\u5e94\u884c\u4e3a\u3002\u4ed6\u4eec\u7684\u7814\u7a76\u878d\u5408\u4e86\u673a\u5668\u5b66\u4e60\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u795e\u7ecf\u79d1\u5b66\uff0c\u4ee5\u7814\u7a76\u611f\u89c9\u8fd0\u52a8\u63a7\u5236\u7684\u795e\u7ecf\u57fa\u7840\u3002\u901a\u8fc7\u4e3a\u556e\u9f7f\u52a8\u7269\u8bbe\u8ba1\u590d\u6742\u7684\u884c\u4e3a\u5206\u6790\u5e76\u4f7f\u7528\u5927\u89c4\u6a21\u795e\u7ecf\u8bb0\u5f55\uff0c\u8be5\u5b9e\u9a8c\u5ba4\u65e8\u5728\u63ed\u793a\u81ea\u9002\u5e94\u8fd0\u52a8\u5b66\u4e60\u7684\u57fa\u672c\u539f\u7406\u3002<\/p>\n\n\n\n<p>\u4ed6\u4eec\u5de5\u4f5c\u7684\u4e00\u4e2a\u5173\u952e\u65b9\u9762\u662f\u5f00\u53d1\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u5de5\u5177\uff0c\u4ee5\u589e\u5f3a\u795e\u7ecf\u79d1\u5b66\u7814\u7a76\u3002\u8fd9\u4e9b\u5de5\u5177\u4f7f\u7814\u7a76\u4eba\u5458\u80fd\u591f\u6709\u6548\u5730\u5206\u6790\u52a8\u7269\u884c\u4e3a\u5e76\u63a2\u7d22\u5927\u8111\u529f\u80fd\u4e0e\u8fd0\u52a8\u63a7\u5236\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u8be5\u5b9e\u9a8c\u5ba4\u7684\u8d21\u732e\u4e3a\u4eba\u5de5\u667a\u80fd\u548c\u795e\u7ecf\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u89c1\u89e3\uff0c\u5f25\u5408\u4e86\u751f\u7269\u667a\u80fd\u548c\u673a\u5668\u667a\u80fd\u4e4b\u95f4\u7684\u5dee\u8ddd\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>\u81ea\u9002\u5e94\u667a\u80fd\u548c\u8fd0\u52a8\u63a7\u5236\u7814\u7a76<\/li>\n\n\n\n<li>\u673a\u5668\u5b66\u4e60\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u795e\u7ecf\u79d1\u5b66\u7684\u878d\u5408<\/li>\n\n\n\n<li>\u5f00\u6e90\u884c\u4e3a\u5206\u6790\u5de5\u5177\u7684\u5f00\u53d1<\/li>\n\n\n\n<li>\u603b\u90e8\u4f4d\u4e8e\u745e\u58eb\u6d1b\u6851\u8054\u90a6\u7406\u5de5\u5b66\u9662 (EPFL)<\/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>DeepLabCut\u2014\u2014\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u65e0\u6807\u8bb0\u59ff\u52bf\u4f30\u8ba1\u5de5\u5177<\/li>\n\n\n\n<li>CEBRA \u2013\u4e00\u79cd\u7528\u4e8e\u795e\u7ecf\u6570\u636e\u5206\u6790\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5<\/li>\n\n\n\n<li>AmadeusGPT\u2014\u2014\u5c06\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e8e\u795e\u7ecf\u79d1\u5b66\u7814\u7a76\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.mackenziemathislab.org<\/li>\n\n\n\n<li>Twitter\uff1awww.x.com\/TrackingActions<\/li>\n\n\n\n<li>\u5730\u5740\uff1aUPMWMATHIS LAB @ EPFL B1-3rd Floor 9 Chemin des Mines 1202 Gen\u00e8ve<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u53ef\u7528\u4e8e\u5bf9\u8c61\u8ddf\u8e2a\u7684\u5de5\u5177\u548c\u6280\u672f\u4e5f\u5728\u4e0d\u65ad\u53d1\u5c55\u30022025 \u5e74\uff0c\u4ece\u5b9e\u65f6\u8ddf\u8e2a\u5230\u66f4\u9ad8\u7ea7\u7684\u6a21\u578b\u8bad\u7ec3\uff0c\u5404\u79cd\u5f3a\u5927\u7684\u5de5\u5177\u5e94\u8fd0\u800c\u751f\u3002\u65e0\u8bba\u60a8\u4f7f\u7528\u7684\u662f\u89c6\u9891\u5206\u6790\u3001\u673a\u5668\u4eba\u6280\u672f\u8fd8\u662f\u81ea\u4e3b\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u5de5\u5177\u90fd\u80fd\u63d0\u4f9b\u5f3a\u5927\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f7f\u8ddf\u8e2a\u66f4\u52a0\u51c6\u786e\u548c\u9ad8\u6548\u3002\u63a2\u7d22\u9002\u5408\u60a8\u9879\u76ee\u7684\u5408\u9002\u5de5\u5177\uff0c\u53ef\u4ee5\u5728\u590d\u6742\u7684\u8ddf\u8e2a\u4efb\u52a1\u4e2d\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\u548c\u66f4\u6210\u529f\u7684\u7ed3\u679c\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Object tracking is a crucial aspect of many AI-driven applications, from surveillance systems to autonomous vehicles. With deep learning technology, tracking objects in video feeds has never been more accurate or efficient. In this article, we\u2019ll explore some of the best deep learning object tracking tools you can use in 2025. Whether you&#8217;re a developer [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":174674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-174673","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 Deep Learning Object Tracking Tools for 2025<\/title>\n<meta name=\"description\" content=\"Discover the top deep learning object tracking tools in 2025. Boost your AI-powered projects with accurate and efficient tracking solutions.\" \/>\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\/deep-learning-object-tracking-tools\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Deep Learning Object Tracking Tools for 2025\" \/>\n<meta property=\"og:description\" content=\"Discover the top deep learning object tracking tools in 2025. Boost your AI-powered projects with accurate and efficient tracking solutions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/zh\/deep-learning-object-tracking-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-11T14:43:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-25T12:40:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1919\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Top Deep Learning Object Tracking Tools for 2025\",\"datePublished\":\"2025-03-11T14:43:57+00:00\",\"dateModified\":\"2025-07-25T12:40:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/\"},\"wordCount\":2576,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/pexels-kevin-ku-92347-577585-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/\",\"name\":\"Best Deep Learning Object Tracking Tools for 2025\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/pexels-kevin-ku-92347-577585-scaled.jpg\",\"datePublished\":\"2025-03-11T14:43:57+00:00\",\"dateModified\":\"2025-07-25T12:40:58+00:00\",\"description\":\"Discover the top deep learning object tracking tools in 2025. Boost your AI-powered projects with accurate and efficient tracking solutions.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#primaryimage\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/pexels-kevin-ku-92347-577585-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/pexels-kevin-ku-92347-577585-scaled.jpg\",\"width\":2560,\"height\":1919},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/deep-learning-object-tracking-tools\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/flypix.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Top Deep Learning Object Tracking Tools for 2025\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"name\":\"Flypix\",\"description\":\"AN END-TO-END PLATFORM FOR ENTITY DETECTION, LOCALIZATION AND SEGMENTATION POWERED BY ARTIFICIAL INTELLIGENCE\",\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/flypix.ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\",\"name\":\"Flypix AI\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"width\":346,\"height\":40,\"caption\":\"Flypix AI\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\",\"name\":\"FlyPix AI Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g\",\"caption\":\"FlyPix AI Team\"},\"url\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/author\\\/manager\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"2025 \u5e74\u6700\u4f73\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ffd\u8e2a\u5de5\u5177","description":"\u63a2\u7d22 2025 \u5e74\u6700\u9876\u5c16\u7684\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ffd\u8e2a\u5de5\u5177\u3002\u901a\u8fc7\u7cbe\u51c6\u9ad8\u6548\u7684\u8ffd\u8e2a\u89e3\u51b3\u65b9\u6848\u63a8\u52a8\u60a8\u7684 AI \u9879\u76ee\u53d1\u5c55\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/flypix.ai\/zh\/deep-learning-object-tracking-tools\/","og_locale":"zh_CN","og_type":"article","og_title":"Best Deep Learning Object Tracking Tools for 2025","og_description":"Discover the top deep learning object tracking tools in 2025. Boost your AI-powered projects with accurate and efficient tracking solutions.","og_url":"https:\/\/flypix.ai\/zh\/deep-learning-object-tracking-tools\/","og_site_name":"Flypix","article_published_time":"2025-03-11T14:43:57+00:00","article_modified_time":"2025-07-25T12:40:58+00:00","og_image":[{"width":2560,"height":1919,"url":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg","type":"image\/jpeg"}],"author":"FlyPix AI Team","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"FlyPix AI Team","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"14 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#article","isPartOf":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/"},"author":{"name":"FlyPix AI Team","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3"},"headline":"Top Deep Learning Object Tracking Tools for 2025","datePublished":"2025-03-11T14:43:57+00:00","dateModified":"2025-07-25T12:40:58+00:00","mainEntityOfPage":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/"},"wordCount":2576,"commentCount":0,"publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"image":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg","articleSection":["Articles"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/","url":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/","name":"2025 \u5e74\u6700\u4f73\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ffd\u8e2a\u5de5\u5177","isPartOf":{"@id":"https:\/\/flypix.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#primaryimage"},"image":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg","datePublished":"2025-03-11T14:43:57+00:00","dateModified":"2025-07-25T12:40:58+00:00","description":"\u63a2\u7d22 2025 \u5e74\u6700\u9876\u5c16\u7684\u6df1\u5ea6\u5b66\u4e60\u5bf9\u8c61\u8ffd\u8e2a\u5de5\u5177\u3002\u901a\u8fc7\u7cbe\u51c6\u9ad8\u6548\u7684\u8ffd\u8e2a\u89e3\u51b3\u65b9\u6848\u63a8\u52a8\u60a8\u7684 AI \u9879\u76ee\u53d1\u5c55\u3002","breadcrumb":{"@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#primaryimage","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/pexels-kevin-ku-92347-577585-scaled.jpg","width":2560,"height":1919},{"@type":"BreadcrumbList","@id":"https:\/\/flypix.ai\/deep-learning-object-tracking-tools\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/flypix.ai\/"},{"@type":"ListItem","position":2,"name":"Top Deep Learning Object Tracking Tools for 2025"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\u98de\u8c61\u79d1\u6280","description":"\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7aef\u5230\u7aef\u5b9e\u4f53\u68c0\u6d4b\u3001\u5b9a\u4f4d\u548c\u5206\u5272\u5e73\u53f0","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\u98de\u50cf\u7d20\u4eba\u5de5\u667a\u80fd","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI\u56e2\u961f","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/zh\/author\/manager\/"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/174673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/comments?post=174673"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/posts\/174673\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media\/174674"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/media?parent=174673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/categories?post=174673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/zh\/wp-json\/wp\/v2\/tags?post=174673"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}