{"id":11759,"date":"2026-09-01T15:59:35","date_gmt":"2026-09-01T07:59:35","guid":{"rendered":"https:\/\/infernews.com\/blog\/geonext-video-generative-models-as-geometry-learner\/"},"modified":"2026-09-01T16:00:23","modified_gmt":"2026-09-01T08:00:23","slug":"geonext-video-generative-models-as-geometry-learner","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/geonext-video-generative-models-as-geometry-learner\/","title":{"rendered":"GeoNeXt \u628a\u5f71\u7247\u751f\u6210\u6a21\u578b\u7576\u5e7e\u4f55\u5b78\u7fd2\uff1a\u7d71\u4e00\u6df1\u5ea6\u8207\u6cd5\u5411\u91cf\u4f30\u8a08"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-520ec47ea6a9.jpg\" alt=\"GeoNeXt framework\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u5f80\u8981\u5f9e\u4e00\u5f35 RGB \u5f71\u50cf\u540c\u6642\u53d6\u5f97\u6df1\u5ea6\u5716\u8207\u8868\u9762\u6cd5\u5411\u91cf\uff0c\u5f80\u5f80\u8981\u9760\u5169\u500b\u7368\u7acb\u7db2\u8def\u4e32\u63a5\uff0c\u5e7e\u4f55\u4e00\u81f4\u6027\u4e5f\u5bb9\u6613\u5728\u63a5\u7e2b\u8655\u8d70\u6a23\u3002GeoNeXt \u7684\u5207\u5165\u9ede\u662f\u628a\u9019\u4e9b\u5e7e\u4f55\u8a0a\u865f\u7576\u6210\u5f71\u7247\u751f\u6210\u6a21\u578b\u7684\u300c\u4e0b\u4e00\u5e40\u300d\uff1a\u4ee5 Stable Video Diffusion \u70ba\u9aa8\u5e79\uff0c\u628a RGB\u3001\u6df1\u5ea6\u3001\u6cd5\u5411\u91cf\u4e00\u8d77\u9001\u9032 VAE \u6f5b\u7a7a\u9593\uff0c\u5728\u540c\u4e00\u689d\u53bb\u566a\u8ecc\u8de1\u4e0a\u5171\u540c\u751f\u6210\uff0c\u8b93\u5916\u89c0\u8207\u5e7e\u4f55\u5f9e\u8a13\u7df4\u958b\u59cb\u5c31\u4e92\u76f8\u5c0d\u9f4a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5169\u500b\u6b0a\u91cd\u7248\u672c\u90fd\u653e\u5728 Hugging Face\uff1aGeoNeXt-Wan \u7d04 1.42B \u53c3\u6578\uff0cGeoNeXt-SVD \u7d04 1.52B \u53c3\u6578\uff0c\u5169\u8005\u90fd\u80fd\u8f38\u51fa\u6df1\u5ea6\u8207\u6cd5\u5411\u91cf\u3002\u672c\u5730\u8dd1\u63a8\u8ad6\u9700\u8981\u4e00\u5f35 24 GB VRAM \u7684 CUDA GPU\uff0c\u4e26\u900f\u904e Conda \u5efa\u7acb\u7368\u7acb\u74b0\u5883\uff1b\u9996\u6b21\u57f7\u884c\u6703\u81ea\u52d5\u5f9e Hub \u4e0b\u8f09\u6240\u9700\u7684 checkpoint\u3001base model \u8207 VAE\uff0c\u4e4b\u5f8c\u6703\u5f9e\u672c\u5730\u5feb\u53d6\u8f09\u5165\uff0c\u56e0\u6b64\u65b7\u7db2\u6216\u91cd\u8907\u6e2c\u8a66\u6642\u53ef\u76f4\u63a5\u7528 &#8211;checkpoint\u3001&#8211;base-model\u3001&#8211;vae-model \u6307\u5411\u672c\u5730\u6a94\u6848\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/happy-hsy.github.io\\\/projects\\\/GeoNeXt\\\/assets\\\/GeoNeXt_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\">\u5f9e\u61c9\u7528\u89d2\u5ea6\uff0c3D \u91cd\u5efa\u3001AR\/VR \u5834\u666f\u7406\u89e3\u3001\u6a5f\u5668\u4eba\u8996\u89ba\u7b49\u9700\u8981\u4e00\u81f4\u5e7e\u4f55\u7684\u5de5\u4f5c\u6d41\u90fd\u6703\u53d7\u60e0\uff1b\u7814\u7a76\u54e1\u4e5f\u80fd\u628a\u5b83\u7576\u4f5c\u96f6\u6a23\u672c\u57fa\u6e96\uff0c\u8207 GeoWizard \u7b49\u5c08\u7528\u6a21\u578b\u76f4\u63a5\u6bd4\u8f03\u6df1\u5ea6\u3001\u6cd5\u5411\u91cf\u53ca\u91cd\u5efa\u7db2\u683c\u54c1\u8cea\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65b0\u610f<\/strong>\uff1a\u628a\u5e7e\u4f55\u4f30\u8a08\u91cd\u65b0\u8868\u8ff0\u70ba\u5f71\u7247\u6a21\u578b\u7684\u4e0b\u4e00\u5e40\u9810\u6e2c\uff0c\u8b93 RGB\u3001\u6df1\u5ea6\u3001\u6cd5\u5411\u91cf\u5171\u4eab\u540c\u4e00\u689d\u53bb\u566a\u8ecc\u8de1\u3002<\/li>\n\n\n\n<li><strong>\u898f\u6a21<\/strong>\uff1a\u4ee5 Stable Video Diffusion \u70ba\u57fa\u790e\uff0c\u63d0\u4f9b Wan \u8207 SVD \u5169\u7d44\u7d04 1.4B\u20131.5B \u53c3\u6578\u7684\u6b0a\u91cd\u3002<\/li>\n\n\n\n<li><strong>\u6578\u64da\u6548\u7387<\/strong>\uff1a\u53ea\u7528 59K \u8a13\u7df4\u6a23\u672c\uff0c\u5c31\u5728\u591a\u500b\u57fa\u6e96\u4e0a\u505a\u5230\u5f37\u5065\u7684\u96f6\u6a23\u672c\u6cdb\u5316\u3002<\/li>\n\n\n\n<li><strong>\u786c\u9ad4\u9580\u6abb<\/strong>\uff1a24 GB VRAM \u7684 CUDA GPU \u5373\u53ef\u63a8\u8ad6\uff0c\u5169\u500b\u7248\u672c\u9700\u5206\u958b\u5efa\u7acb Conda \u74b0\u5883\u3002<\/li>\n\n\n\n<li><strong>\u5dee\u7570<\/strong>\uff1a\u76f8\u6bd4\u4e32\u63a5\u5169\u500b\u5c08\u7528\u7db2\u8def\uff0c\u55ae\u4e00\u6a21\u578b\u540c\u6642\u8f38\u51fa\u6df1\u5ea6\u8207\u6cd5\u5411\u91cf\uff0c\u6709\u52a9\u65bc\u6539\u5584\u8de8\u901a\u9053\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/happy-hsy.github.io\/projects\/GeoNeXt\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Creative-Intelligence-Studio\/GeoNeXt\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/happy0612\/GeoNeXt\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GeoNeXt \u628a\u73fe\u6210\u7684\u5f71\u7247\u751f\u6210\u6a21\u578b\u6539\u9020\u6210\u55ae\u4e00\u67b6\u69cb\uff0c\u540c\u6642\u9810\u6e2c\u55ae\u76ee\u6df1\u5ea6\u8207\u8868\u9762\u6cd5\u5411\u91cf\uff1b\u53ea\u9700\u4e94\u842c\u4e5d\u5343\u7b46\u8a13\u7df4\u6a23\u672c\uff0c\u5c31\u80fd\u505a\u5230\u8de8\u5834\u666f\u7684\u96f6\u6a23\u672c\u9077\u79fb\u3002<\/p>\n","protected":false},"author":8,"featured_media":11758,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,31,132,149,184,186,199],"tags":[],"class_list":["post-11759","post","type-post","status-publish","format-standard","hentry","category-133","category-video","category-3d","category-149","category-robotic","category-186","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11759","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=11759"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11759\/revisions"}],"predecessor-version":[{"id":11761,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11759\/revisions\/11761"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11758"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}