{"id":8101,"date":"2026-05-11T19:34:35","date_gmt":"2026-05-11T11:34:35","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=8101"},"modified":"2026-05-11T19:34:37","modified_gmt":"2026-05-11T11:34:37","slug":"scaling-human-centric-video-learning-to-one-million-hours","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/scaling-human-centric-video-learning-to-one-million-hours\/","title":{"rendered":"HumanNet\uff1a\u767e\u842c\u5c0f\u6642\u5f71\u7247\u5eab\uff0c\u9ede\u6a23\u5e6bAI\u66f4\u8b58\u4eba\u985e\u52d5\u4f5c"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/sample_result-a6570f719289.jpg\" alt=\"teaser\" \/><\/figure>\n<p>HumanNet \u662f\u4e00\u500b\u4ee5\u300c\u4eba\u985e\u6d3b\u52d5\u300d\u70ba\u6838\u5fc3\u7684\u5927\u578b\u5f71\u7247\u8cc7\u6599\u5eab\uff0c\u76ee\u6a19\u662f\u5e6b\u7814\u7a76\u5718\u968a\u8a13\u7df4\u6a21\u578b\uff0c\u66f4\u6e96\u78ba\u7406\u89e3\u52d5\u4f5c\u3001\u4e92\u52d5\u540c\u8eab\u9ad4\u904b\u52d5\u3002\u5b83\u6536\u96c6\u63a5\u8fd1\u767e\u842c\u5c0f\u6642\u5f71\u7247\uff0c\u91cd\u9ede\u4e0d\u53ea\u662f\u7247\u91cf\u5927\uff0c\u9084\u5305\u62ec\u7b2c\u4e00\u8eab\u8207\u7b2c\u4e09\u8eab\u8996\u89d2\u7684\u914d\u5c0d\uff0c\u4ee5\u53ca\u52d5\u4f5c\u76f8\u95dc\u6a19\u8a3b\u3002<\/p>\n<p>\u5be6\u969b\u4f7f\u7528\u4e0a\uff0c\u9019\u500b\u5c08\u6848\u8f03\u9069\u5408\u505a AI \u7814\u7a76\u3001\u8cc7\u6599\u96c6\u5206\u6790\uff0c\u6216\u8005\u4f5c\u70ba\u5f71\u7247\u7406\u89e3\u6a21\u578b\u7684\u9810\u8a13\u7df4\u57fa\u790e\uff0c\u800c\u4e0d\u662f\u4e00\u822c\u7528\u5bb6\u5373\u88dd\u5373\u7528\u7684\u61c9\u7528\u7a0b\u5f0f\u3002\u73fe\u968e\u6bb5\u516c\u958b\u8cc7\u8a0a\u986f\u793a\uff0c\u5b8c\u6574\u8a9e\u6599\u3001\u6574\u7406\u6d41\u7a0b\u540c\u9a57\u8b49\u7a0b\u5f0f\u78bc\u4ecd\u5728\u9678\u7e8c\u91cb\u51fa\uff0c\u8f03\u50cf\u7814\u7a76\u9810\u89bd\u7248\u672c\u3002<\/p>\n<p>\u5b83\u6700\u503c\u5f97\u7559\u610f\u7684\u5275\u65b0\uff0c\u662f\u628a\u8cc7\u6599\u6574\u7406\u6d41\u7a0b\u672c\u8eab\u7576\u6210\u6838\u5fc3\u8a2d\u8a08\uff0c\u5305\u62ec\u4ee5\u4eba\u70ba\u4e2d\u5fc3\u7684\u7be9\u9078\u3001\u8996\u89d2\u5206\u985e\u3001\u53bb\u91cd\u3001\u54c1\u8cea\u63a7\u5236\u540c\u79c1\u96b1\u5be9\u67e5\u3002\u76f8\u6bd4\u55ae\u7d14\u5806\u5f71\u7247\u6578\u91cf\uff0cHumanNet \u66f4\u8457\u91cd\u8cc7\u6599\u662f\u5426\u9069\u5408\u8a13\u7df4\u6a21\u578b\u7406\u89e3\u7d30\u7dfb\u52d5\u4f5c\uff0c\u9019\u9ede\u5c0d\u6a5f\u68b0\u4eba\u5b78\u7fd2\u540c\u5177\u8eab\u667a\u80fd\u5c24\u5176\u91cd\u8981\u3002<\/p>\n<p>\u6839\u64da\u9805\u76ee\u63d0\u4f9b\u7684\u7d50\u679c\uff0c\u5728\u53d7\u63a7\u7684 vision-language-action \u5f8c\u8a13\u7df4\u8a2d\u5b9a\u4e0b\uff0c\u7528 HumanNet \u5167\u7d04 1,000 \u5c0f\u6642\u7b2c\u4e00\u8eab\u5f71\u7247\u4f5c\u521d\u59cb\u5316\uff0c\u6548\u679c\u53ef\u8ffd\u8fd1\u751a\u81f3\u7565\u52dd\u8f03\u5c11\u91cf\u771f\u5be6\u6a5f\u68b0\u4eba\u8cc7\u6599\uff0c\u4ea6\u660e\u986f\u7e2e\u7a84\u8207\u8d85\u5927\u578b\u6a5f\u68b0\u4eba\u8cc7\u6599\u57fa\u7dda\u7684\u5dee\u8ddd\u3002\u9019\u4ee3\u8868\u7576\u6a5f\u68b0\u4eba\u5be6\u62cd\u6578\u64da\u6602\u8cb4\u53c8\u96e3\u6536\u96c6\u6642\uff0c\u4eba\u985e\u7b2c\u4e00\u8eab\u5f71\u7247\u53ef\u80fd\u662f\u66f4\u53ef\u64f4\u5c55\u7684\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n<ul>\n<li><strong>\u505a\u4ec0\u9ebc<\/strong>\uff1a\u63d0\u4f9b\u5927\u898f\u6a21\u4eba\u985e\u6d3b\u52d5\u5f71\u7247\uff0c\u7528\u65bc\u52d5\u4f5c\u7406\u89e3\u3001\u5f71\u7247\u5b78\u7fd2\u8207\u5177\u8eab AI \u9810\u8a13\u7df4\u3002<\/li>\n<li><strong>\u9ede\u6a23\u7528<\/strong>\uff1a\u9069\u5408\u7814\u7a76\u4eba\u54e1\u7528\u4f86\u8a13\u7df4\u3001\u521d\u59cb\u5316\u6216\u8a55\u4f30\u5f71\u7247\u8207\u52d5\u4f5c\u6a21\u578b\u3002<\/li>\n<li><strong>\u4e3b\u8981\u7279\u8272<\/strong>\uff1a\u517c\u6709\u7b2c\u4e00\u8eab\u8207\u7b2c\u4e09\u8eab\u8996\u89d2\uff0c\u4e26\u9644\u8aaa\u660e\u6587\u5b57\u3001\u52d5\u4f5c\u3001\u624b\u90e8\u8207\u8eab\u9ad4\u8a0a\u865f\u3002<\/li>\n<li><strong>\u6700\u9069\u5408\u5834\u666f<\/strong>\uff1a\u6a5f\u68b0\u4eba\u5b78\u7fd2\u3001\u6d3b\u52d5\u8fa8\u8b58\u3001\u5f9e\u5f71\u7247\u5b78\u7fd2\u64cd\u4f5c\u884c\u70ba\u3002<\/li>\n<li><strong>\u8981\u6ce8\u610f<\/strong>\uff1a\u76ee\u524d\u770b\u4f86\u4ecd\u5c6c\u7814\u7a76\u9810\u89bd\uff0c\u90e8\u5206\u8cc7\u6599\u8207\u6d41\u7a0b\u5c1a\u672a\u5b8c\u5168\u516c\u958b\u3002<\/li>\n<\/ul>\n<p><strong>Source:<\/strong> <a href=\"https:\/\/github.com\/DAGroup-PKU\/HumanNet\" rel=\"noopener noreferrer\">https:\/\/github.com\/DAGroup-PKU\/HumanNet<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HumanNet \u4e0d\u662f\u804a\u5929\u5de5\u5177\uff0c\u800c\u662f\u8a13\u7df4 AI \u770b\u61c2\u4eba\u985e\u52d5\u4f5c\u7684\u5927\u578b\u5f71\u7247\u8cc7\u6599\u5eab\u3002\u5b83\u7684\u50f9\u503c\u5728\u65bc\u898f\u6a21\u3001\u8996\u89d2\u914d\u5c0d\u8207\u7d30\u7dfb\u6a19\u8a3b\u3002<\/p>\n","protected":false},"author":8,"featured_media":8100,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,76,149,189,195],"tags":[],"class_list":["post-8101","post","type-post","status-publish","format-standard","hentry","category-133","category-76","category-149","category-189","category-195"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8101"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8101\/revisions"}],"predecessor-version":[{"id":8102,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8101\/revisions\/8102"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8100"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}