{"id":10570,"date":"2026-07-31T21:33:24","date_gmt":"2026-07-31T13:33:24","guid":{"rendered":"https:\/\/infernews.com\/blog\/id-v2v-identity-pre\/"},"modified":"2026-07-31T21:33:58","modified_gmt":"2026-07-31T13:33:58","slug":"id-v2v-identity-pre","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/id-v2v-identity-pre\/","title":{"rendered":"ID-V2V\uff1a\u5148\u62cd\u7247\u5f8c\u6539\u98a8\u683c\u7684\u5f71\u50cf\u7814\u7a76"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/teaser-12.jpg\" alt=\"ID-V2V teaser\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u767c\u5718\u968a\u4f86\u81ea Netflix \u8207 Eyeline Labs\u3002\u9019\u500b\u7814\u7a76\u9805\u76ee\u7784\u6e96\u5f71\u50cf\u88fd\u4f5c\u4e2d\u6700\u68d8\u624b\u7684\u4e00\u6bb5\u6d41\u7a0b\uff1a\u60f3\u6539\u5f71\u7247\u98a8\u683c\u3001\u5834\u666f\u6c23\u6c1b\u751a\u81f3\u88dc\u505a\u5149\u7dda\uff0c\u4f46\u53c8\u4e0d\u60f3\u72a7\u7272\u6f14\u54e1\u7684\u8868\u60c5\u3001\u773c\u795e\u3001\u53e3\u578b\u540c\u6b65\u548c\u80a2\u9ad4\u52d5\u4f5c\uff1bID-V2V \u5c6c\u65bc video-to-video \u751f\u6210\u6846\u67b6\uff0c\u8655\u7406\u7684\u6b63\u662f\u9019\u7a2e\u300c\u4fdd\u7559\u8eab\u4efd\u8207\u8868\u6f14\u3001\u518d\u628a\u98a8\u683c\u50b3\u64ad\u5230\u6574\u6bb5\u5f71\u7247\u300d\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u5e38\u628a\u5f71\u7247\u91cd\u7e6a\u7406\u89e3\u6210\u4e00\u822c\u98a8\u683c\u8f49\u63db\u6216\u9010\u683c\u751f\u6210\uff0c\u4f5c\u8005\u8a8d\u70ba\u9019\u7a2e\u7bc4\u5f0f\u5f88\u96e3\u540c\u6642\u5b88\u4f4f facial likeness \u8207\u7d30\u5fae performance\u3002ID-V2V \u7684\u5207\u5165\u9ede\u662f\u628a identity preservation \u91cd\u65b0\u8868\u8ff0\u6210 video relighting\uff0c\u518d\u628a edited keyframe \u5e36\u4f86\u7684\u98a8\u683c\u8b8a\u5316\u4ea4\u7d66 controlled video synthesis \u8655\u7406\uff0c\u4e26\u7d50\u5408 relit facial regions\u3001facial normal maps\u3001edited keyframes \u8207 depth sequences\uff0c\u5c07\u8eab\u4efd\u7d04\u675f\u8207\u6574\u9ad4\u756b\u9762\u8b8a\u5316\u62c6\u958b\u8655\u7406\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/eyeline-labs.github.io\\\/ID-V2V\\\/media\\\/changeBg_demo.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u53d6\u5411\u7684\u50f9\u503c\u5f88\u76f4\u63a5\uff1a\u4f60\u5148\u62cd\u597d source video\uff0c\u518d\u6e96\u5099\u4e00\u5f35 stylized keyframe\uff0c\u7cfb\u7d71\u4fbf\u5617\u8a66\u628a\u5149\u7dda\u3001\u5834\u666f\u8207\u98a8\u683c\u5ef6\u5c55\u5230\u6574\u6bb5\u7247\uff0c\u540c\u6642\u76e1\u91cf\u5b88\u4f4f\u4eba\u7269\u3002\u539f\u59cb\u8cc7\u6599\u4ea6\u63d0\u5230 imperfect keyframe \u7684\u60c5\u6cc1\uff0c\u5373\u4f7f\u9996\u5f35\u98a8\u683c\u5e40\u548c\u539f\u7247\u59ff\u52e2\u672a\u5fc5\u5b8c\u5168\u5c0d\u9f4a\uff0c\u6a21\u578b\u4ecd\u6703\u5728\u4e4b\u5f8c\u7684\u5e40\u6578\u91cd\u65b0\u8cbc\u8fd1 source video \u7684\u8eab\u4efd\u8207\u8868\u6f14\uff0c\u9019\u9ede\u6bd4\u53ea\u8ffd\u6c42\u55ae\u5e40\u597d\u770b\u66f4\u8cbc\u8fd1\u88fd\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b\u5169\u500b\u6a21\u578b\u8b8a\u9ad4\uff1a<code>idv2v<\/code> \u4ee5\u53ca\u52a0\u5165 normal-depth \u8a0a\u865f\u7684\u7248\u672c<\/li>\n\n\n\n<li>preprocess \u2192 generate \u7684\u63a8\u7406\u6d41\u7a0b\u8207\u8f38\u5165\u8f38\u51fa\u7d50\u69cb<\/li>\n\n\n\n<li>\u74b0\u5883\u96c6\u4e2d\u5728\u55ae\u4e00 <code>uv<\/code> \u74b0\u5883\uff0c\u53e6\u9700\u4e0b\u8f09\u591a\u500b checkpoints\uff0c\u9810\u8a2d\u8cc7\u6e90\u9700\u6c42\u76f8\u7576\u9ad8<\/li>\n\n\n\n<li>\u5df2\u6e2c\u8a66\u65bc 8\u00d7 A100-80GB\uff0c\u4ee3\u8868\u5b83\u8f03\u63a5\u8fd1\u7814\u7a76\u8207\u88fd\u4f5c\u7d1a\u90e8\u7f72\uff0c\u4e0d\u662f\u8f15\u91cf\u73a9\u5177<\/li>\n\n\n\n<li>\u9805\u76ee\u5b9a\u4f4d\u5beb\u5f97\u5f88\u6e05\u695a\uff0c\u53ea\u4f9b demonstration and inspiration purposes<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u8207\u6e2c\u8a66\u8cc7\u8a0a\u7b97\u5b8c\u6574\uff0c\u63d0\u4f9b\u74b0\u5883\u8a2d\u5b9a\u3001checkpoint \u4e0b\u8f09\u3001\u63a8\u7406\u6d41\u7a0b\u548c\u591a\u7a2e\u6848\u4f8b\uff0c\u4f46\u9580\u6abb\u4e0d\u4f4e\uff1a\u9700\u8981 Python 3.10\u3001torch 2.6+cu118\u3001SAM3 \u6b0a\u9650\uff0c\u4ee5\u53ca\u9023\u540c Wan2.1 \u76f8\u95dc\u5143\u4ef6\u5728\u5167\u7684\u5927\u91cf\u6a21\u578b\u6a94\u6848\u3002\u6027\u80fd\u65b9\u9762\uff0c\u9805\u76ee\u8207\u9996\u9801\u90fd\u8868\u793a\u5728 preserving facial likeness \u8207 fine-grained facial performance \u4e0a\u660e\u986f\u512a\u65bc\u65e2\u6709\u65b9\u6cd5\uff0c\u4e26\u652f\u63f4 single-subject \u8207 multi-subject \u5834\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/eyeline-labs.github.io\/ID-V2V\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Eyeline-Labs\/ID-V2V\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.22830\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Netflix \u8207 Eyeline Labs \u628a\u7126\u9ede\u653e\u5728\u4e00\u4ef6\u5f88\u96e3\u7684\u4e8b\uff1a\u63db\u6389\u5f71\u7247\u98a8\u683c\u8207\u5149\u7dda\u4e4b\u9918\uff0c\u89d2\u8272\u6a23\u8c8c\u548c\u8868\u6f14\u4ecd\u8981\u7559\u5f97\u4f4f\u3002ID-V2V \u6b63\u662f\u671d\u9019\u500b\u88fd\u4f5c\u6d41\u7a0b\u800c\u4f86\u7684\u7814\u7a76\u9805\u76ee\u3002<\/p>\n","protected":false},"author":8,"featured_media":10569,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,31,152,120,199],"tags":[],"class_list":["post-10570","post","type-post","status-publish","format-standard","hentry","category-133","category-video","category-python","category-120","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10570","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=10570"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10570\/revisions"}],"predecessor-version":[{"id":10572,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10570\/revisions\/10572"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10569"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10570"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10570"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10570"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}