{"id":1160765,"date":"2026-01-22T02:06:30","date_gmt":"2026-01-22T10:06:30","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1160765"},"modified":"2026-01-22T02:06:32","modified_gmt":"2026-01-22T10:06:32","slug":"trellis-2","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/trellis-2\/","title":{"rendered":"\u4ece\u201c\u5b9e\u5fc3\u6ce5\u5851\u201d\u5230\u201c\u9ad8\u7cbe\u5ea6\u8d44\u4ea7\u201d\uff0cTRELLIS.2\u91cd\u67843D\u751f\u6210\u89c4\u5219"},"content":{"rendered":"\n<p>\u5728 AI \u65f6\u4ee3\uff0c\u5f53\u6587\u751f\u56fe\u65e9\u5df2\u662f\u79d2\u51fa\u201c\u5927\u7247\u201d\uff0c\u6587\u751f\u89c6\u9891\u4e5f\u80fd\u590d\u523b\u597d\u83b1\u575e\u7ea7\u7279\u6548\u65f6\uff0c3D \u751f\u6210\u5374\u4ecd\u505c\u7559\u5728\u96be\u4ee5\u4ee4\u4eba\u6ee1\u610f\u7684\u9636\u6bb5\u2014\u2014\u7ec6\u8282\u6a21\u7cca\u3001\u7ed3\u6784\u5931\u771f\uff0c\u7f3a\u4e4f\u7acb\u4f53\u611f\u3002<\/p>\n\n\n\n<p>\u5f53\u4f60\u6ee1\u6000\u671f\u5f85\u5730\u8f93\u5165\u201c\u4e00\u4e2a\u900f\u660e\u7684\u73bb\u7483\u74f6\u201d\uff0cAI \u5374\u53ea\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5b9e\u5fc3\u7684\u201c\u6ce5\u7599\u7629\u201d\u3002\u5f53\u4f60\u60f3\u8981\u4e00\u5ea7\u6930\u6797\u6447\u66f3\u3001\u767d\u6c99\u78a7\u6d77\u7684\u6d77\u6ee8\u5c0f\u9547\uff0c\u5f97\u5230\u7684\u5374\u662f\u6a61\u76ae\u6ce5\u634f\u6210\u7684\u6a21\u7cca\u96d5\u5851\u3002\u4f60\u5e0c\u671b\u751f\u6210\u4e00\u68f5\u679d\u53f6\u8f7b\u76c8\u98d8\u9038\u7684\u67ab\u6811\uff0cAI \u5374\u65e0\u6cd5\u5b8c\u6574\u8fd8\u539f\u679d\u53f6\u7684\u81ea\u7136\u5f62\u6001\u4e0e\u7acb\u4f53\u7ed3\u6784\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u79cd\u79cd\u90fd\u662f\u5f53\u524d 3D \u751f\u6210\u6a21\u578b\u666e\u904d\u5b58\u5728\u7684\u95ee\u9898\uff1a\u8fdc\u770b\u8f6e\u5ed3\u5c1a\u53ef\uff0c\u4e00\u65e6\u62c9\u8fd1\u89c2\u5bdf\uff0c\u6216\u8bd5\u56fe\u8fdb\u5165\u5176\u5185\u90e8\u7ed3\u6784\uff0c\u4fbf\u5904\u5904\u90fd\u201c\u6ca1\u773c\u770b\u201d\u4e86\u3002<\/p>\n\n\n\n<p>\u8fd1\u671f\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u53d1\u5e03\u4e86\u200c TRELLIS.2\u200c\uff0c\u4e0d\u4ec5\u80fd\u591f\u751f\u6210\u6db5\u76d6\u91d1\u5c5e\u3001\u5851\u6599\u3001\u73bb\u7483\u3001\u6728\u6750\u3001\u6c34\u7eb9\u7b49\u4e30\u5bcc\u6750\u8d28\u7684 3D \u7269\u4f53\uff0c\u66f4\u80fd\u5b8c\u6574\u6784\u5efa\u7269\u4f53\u5185\u90e8\u7684\u51e0\u4f55\u7ed3\u6784\u3002\u200cTRELLIS.2 \u65e2\u80fd\u5448\u73b0\u8f7b\u8584\u900f\u660e\u3001\u5c42\u6b21\u5206\u660e\u7684\u82b1\u74e3\uff0c\u4e5f\u80fd\u5728\u751f\u6210\u73bb\u7483\u74f6\u7684\u540c\u65f6\uff0c\u8ba9\u74f6\u5185\u88c5\u8f7d\u7684\u6bcf\u4e00\u4ef6\u7269\u54c1\u90fd\u6e05\u6670\u53ef\u89c1\u3002\u200cTRELLIS.2\u200c \u7684\u51fa\u73b0\uff0c\u6807\u5fd7\u7740 AI \u751f\u6210\u7684 3D \u8d44\u4ea7\u8fc8\u5165\u4e86\u201c\u9ad8\u4fdd\u771f\u201d\u9636\u6bb5\uff0c\u8ba9\u7ec6\u8282\u6e05\u6670\u53ef\u8fa8\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u4e3a TRELLIS.2 \u751f\u6210\u6548\u679c\uff08\u4e0a\uff09\u4e0e\u5176\u4ed6 3D \u6a21\u578b\u751f\u6210\u6548\u679c\uff08\u4e0b\uff09\u7684\u5bf9\u6bd4\uff1a<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"792\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-1-1.gif\" alt=\"\u900f\u660e\u7684\u74f6\u5b50\" class=\"wp-image-1160767\"\/><figcaption class=\"wp-element-caption\">\u900f\u660e\u7684\u74f6\u5b50<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"792\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-1-2.gif\" alt=\"\u6d77\u6ee8\u5c0f\u9547\" class=\"wp-image-1160768\"\/><figcaption class=\"wp-element-caption\">\u6d77\u6ee8\u5c0f\u9547<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"792\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-1-3.gif\" alt=\"\u5e03\u6ee1\u8f7b\u8584\u98d8\u9038\u6811\u53f6\u7684\u67ab\u6811\" class=\"wp-image-1160769\"\/><figcaption class=\"wp-element-caption\">\u5e03\u6ee1\u8f7b\u8584\u98d8\u9038\u6811\u53f6\u7684\u67ab\u6811<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e9b\u9ad8\u8d28\u91cf\u7684\u751f\u6210\u529f\u80fd\uff0cTRELLIS.2\u200c \u6a21\u578b\u5728\u5bf9 TRELLIS.1 \u6280\u672f\u3001\u5bf9\u4f20\u7edf 3D \u751f\u6210\u65b9\u6cd5\u8fed\u4ee3\u7684\u57fa\u7840\u4e0a\uff0c\u91cd\u5851\u4e86\u5e95\u5c42\u7684\u6280\u672f\u903b\u8f91\u3002\u4e0e\u4f20\u7edf\u57fa\u4e8e\u573a\u8868\u8fbe\u7684 3D \u751f\u6210\u65b9\u6cd5\u4e0d\u540c\uff0cTRELLIS.2 \u521b\u65b0\u6027\u5730\u63d0\u51fa\u4e86<strong>\u975e\u573a\uff08field-free\uff09\u7684\u65b0\u8868\u8fbe<\/strong>\u2014\u2014\u7a00\u758f\u4f53\u7d20\u7ed3\u6784 O-Voxel\uff0c\u8fd9\u4e00\u8868\u793a\u65b9\u6cd5\u53ef\u4ee5<strong>\u751f\u6210\u5177\u6709\u4efb\u610f\u62d3\u6251\u7ed3\u6784\u548c\u4e30\u5bcc\u6750\u8d28\u5c5e\u6027\u7684\u9ad8\u5206\u8fa8\u7387 3D \u8d44\u4ea7<\/strong>\uff0c\u5e76\u4e14<strong>\u5927\u5e45\u51cf\u8f7b\u4e86\u5f00\u53d1\u8005\u5728\u9884\u5904\u7406\u9636\u6bb5\u7684\u8d1f\u62c5<\/strong>\u3002<\/p>\n\n\n\n<p>\u540c\u65f6\uff0cTRELLIS.2 \u8fd8\u5b9e\u73b0\u4e86<strong>16\u500d\u7684\u7a7a\u95f4\u538b\u7f29<\/strong>\uff0c\u8ba9\u62e5\u6709<strong>40\u4ebf\u53c2\u6570\u7684\u5927\u578b\u751f\u6210\u6a21\u578b\u4e5f\u80fd\u9ad8\u6548\u5b8c\u6210\u8bad\u7ec3\u548c\u63a8\u7406<\/strong>\u3002\u5728\u5b9e\u9645\u6027\u80fd\u8868\u73b0\u4e0a\uff0c<strong>\u751f\u6210512\u00b3\u5206\u8fa8\u7387\u7684\u5168\u7eb9\u7406\u8d44\u4ea7\u4ec5\u9700\u7ea63\u79d2\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis.2-demo-video.mp4\"><\/video><\/figure>\n\n\n\n<p>TRELLIS.2 \u76f8\u5173\u94fe\u63a5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2512.14692\">\u8bba\u6587<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/TRELLIS.2\">GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/microsoft.github.io\/TRELLIS.2\">\u9879\u76ee\u9875\u9762<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3d\u751f\u6210\u8fc8\u5165\u9ad8\u7cbe\u65f6\u4ee3-trellis-2\u5e26\u67653d\u751f\u6210-\u8d28-\u7684\u98de\u8dc3\">3D\u751f\u6210\u8fc8\u5165\u9ad8\u7cbe\u65f6\u4ee3\uff1aTRELLIS.2\u5e26\u67653D\u751f\u6210\u201c\u8d28\u201d\u7684\u98de\u8dc3<\/h2>\n\n\n\n<p>\u5982\u679c\u8bf4 TRELLIS.1 \u89e3\u51b3\u4e86\u201c\u4ece\u65e0\u5230\u6709\u201d\u7684\u95ee\u9898\uff0c\u5b9e\u73b0\u4e86\u4ece\u5355\u5f20 2D \u56fe\u50cf\u5230 3D \u6a21\u578b\u7684\u8de8\u8d8a\uff0c\u90a3\u4e48 TRELLIS.2 \u7684\u6838\u5fc3\u4f7f\u547d\u5219\u662f\u5b8c\u6210\u4e86\u201c\u4ece\u6709\u5230\u7cbe\u201d\u7684\u8d28\u53d8\uff0c\u771f\u6b63\u751f\u6210\u7b26\u5408\u7269\u7406\u89c4\u5f8b\u3001\u5177\u5907\u5de5\u7a0b\u53ef\u7528\u6027\u7684\u9ad8\u8d28\u91cf 3D \u8d44\u4ea7\u3002<\/p>\n\n\n\n<p><strong>\u9996\u5148\uff0cTRELLIS.2 \u80fd\u591f\u5b9e\u73b0\u57fa\u4e8e\u7269\u7406\u7684\u771f\u5b9e\u6750\u8d28\u6e32\u67d3\uff0c\u590d\u73b0\u73b0\u5b9e\u4e16\u754c\u7684\u8d28\u611f\u8868\u73b0\u3002<\/strong><\/p>\n\n\n\n<p>\u4f20\u7edf 3D \u6a21\u578b\u751f\u6210\u7684\u7269\u4f53\uff0c\u8868\u9762\u989c\u8272\u50cf\u662f\u8d34\u4e0a\u4e86\u4e00\u5f20\u5f69\u8272\u8d34\u7eb8\uff0c\u65e0\u8bba\u5149\u7167\u5982\u4f55\u53d8\u5316\uff0c\u989c\u8272\u59cb\u7ec8\u4e0d\u53d8\uff0c\u7f3a\u4e4f\u771f\u5b9e\u4e16\u754c\u7684\u6750\u8d28\u54cd\u5e94\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u91d1\u5c5e\u676f\u5b50\u770b\u8d77\u6765\u201c\u50cf\u91d1\u5c5e\u201d\uff0c\u5374\u4e0d\u4f1a\u771f\u6b63\u201c\u53cd\u5149\u201d\u3002<\/p>\n\n\n\n<p>TRELLIS.2 \u5f15\u5165\u6210\u719f\u7684 PBR\uff08\u57fa\u4e8e\u7269\u7406\u7684\u6e32\u67d3\uff09\u6280\u672f\uff0c\u8ba9\u7269\u4f53\u5728\u62e5\u6709\u57fa\u7840\u8272\u5f69\u7684\u540c\u65f6\uff0c\u8fd8\u80fd\u7cbe\u51c6\u8fd8\u539f\u91d1\u5c5e\u5ea6\u3001\u7c97\u7cd9\u5ea6\u7b49\u6750\u8d28\u5c5e\u6027\u3002\u91d1\u5c5e\u8868\u9762\u4f1a\u968f\u5149\u7ebf\u89d2\u5ea6\u53d8\u5316\u5448\u73b0\u771f\u5b9e\u53cd\u5149\uff0c\u7c97\u7cd9\u5e03\u6599\u5219\u4f1a\u8868\u73b0\u51fa\u81ea\u7136\u7684\u6f2b\u53cd\u5c04\u6548\u679c\uff0c\u751a\u81f3\u652f\u6301\u540e\u671f\u4efb\u610f\u7684\u6253\u5149\u8c03\u6574\uff0c\u4f7f\u865a\u62df\u8d44\u4ea7\u5177\u5907\u4e0e\u73b0\u5b9e\u7269\u4f53\u4e00\u81f4\u7684\u7269\u7406\u8d28\u611f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-2.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u591a\u79cd\u6750\u8d28\u7684\u7269\u4f53\" class=\"wp-image-1160770\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u591a\u79cd\u6750\u8d28\u7684\u7269\u4f53<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"618\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-3.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u5e06\u5e03\u5305\" class=\"wp-image-1160771\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u5e06\u5e03\u5305<\/figcaption><\/figure>\n\n\n\n<p>\u6b64\u5916\uff0cTRELLIS.2 \u8fd8\u5f15\u5165\u4e86\u5bf9\u6750\u8d28\u900f\u660e\u5ea6\u7684\u652f\u6301\uff0c\u80fd\u591f\u771f\u5b9e\u8fd8\u539f\u73bb\u7483\u3001\u5851\u6599\u7b49\u900f\u660e\u6216\u534a\u900f\u660e\u6750\u8d28\u7684\u901a\u900f\u6027\uff0c\u8fd9\u662f\u8fc7\u6b64\u524d\u7684\u65b9\u6cd5\u96be\u4ee5\u5b9e\u73b0\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-4.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u900f\u660e\u73bb\u7483\u74f6\" class=\"wp-image-1160772\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u900f\u660e\u73bb\u7483\u74f6<\/figcaption><\/figure>\n\n\n\n<p><strong>\u5176\u6b21\uff0cTRELLIS.2 \u6253\u7834\u4e86\u201c\u5c01\u95ed\u4e16\u754c\u201d\u7684\u9b54\u5492\uff0c\u8ba9\u5f00\u653e\u7ed3\u6784\u4e0e\u5185\u90e8\u7a7a\u95f4\u5f97\u4ee5\u771f\u5b9e\u5448\u73b0\u3002<\/strong><\/p>\n\n\n\n<p>\u4f20\u7edf 3D \u751f\u6210\u6280\u672f\u5e38\u53d7\u9650\u4e8e\u201c\u6c34\u5bc6\u6027\uff08Water-tight\uff09\u201d\u7ea6\u675f\uff1a\u7269\u4f53\u5fc5\u987b\u662f\u4e00\u4e2a\u5bc6\u5c01\u7684\u201c\u76d2\u5b50\u201d\uff0c\u4e0d\u80fd\u6709\u5f00\u653e\u7684\u8868\u9762\uff0c\u4e5f\u65e0\u6cd5\u5448\u73b0\u590d\u6742\u7684\u5185\u90e8\u7a7a\u95f4\u3002\u8fd9\u5c31\u5bfc\u81f4\u4e00\u7247\u672c\u5e94\u8f7b\u8584\u7684\u6811\u53f6\uff0c\u88ab\u5f3a\u5236\u751f\u6210\u53cc\u5c42\u7ed3\u6784\u800c\u53d8\u5f97\u539a\u91cd\uff1b\u4e00\u4e2a\u7a7a\u676f\u5b50\uff0c\u5185\u58c1\u4e0e\u5916\u58c1\u5fc5\u987b\u5b8c\u5168\u95ed\u5408\uff0c\u5426\u5219\u65e0\u6cd5\u5c55\u73b0\u201c\u4e2d\u7a7a\u201d\u72b6\u6001\uff1b\u800c\u50cf\u82b1\u830e\u7a7f\u900f\u571f\u58e4\u3001\u9f7f\u8f6e\u5d4c\u5957\u54ac\u5408\u8fd9\u7c7b\u9700\u8981\u90e8\u4ef6\u7a7f\u63d2\u7684\u590d\u6742\u7ed3\u6784\uff0c\u66f4\u662f\u4f20\u7edf 3D \u751f\u6210\u6280\u672f\u65e0\u6cd5\u7a81\u7834\u7684\u74f6\u9888\u3002<\/p>\n\n\n\n<p>TRELLIS.2 \u5f7b\u5e95\u6253\u7834\u4e86\u8fd9\u4e2a\u201c\u5c01\u95ed\u9b54\u5492\u201d\u3002\u5b83\u652f\u6301\u5f00\u653e\u8868\u9762\u4e0e\u975e\u6d41\u5f62\u7ed3\u6784\uff0c\u53ef\u4ee5\u7cbe\u51c6\u751f\u6210\u5185\u90e8\u7a7a\u95f4\u3002\u751f\u6210\u7684\u6811\u53f6\u53ef\u4ee5\u662f\u5355\u5c42\u8584\u7247\uff0c\u8fb9\u7f18\u9510\u5229\u3001\u8109\u7edc\u6e05\u6670\uff1b\u4e00\u4e2a\u82b1\u74f6\u65e2\u6709\u901a\u900f\u7684\u5916\u58c1\uff0c\u4e5f\u62e5\u6709\u771f\u5b9e\u5b58\u5728\u7684\u5185\u90e8\u7a7a\u95f4\uff1b\u7a7f\u63d2\u3001\u5d4c\u5957\u7b49\u590d\u6742\u7ed3\u6784\u4e5f\u90fd\u80fd\u591f\u4ee5\u7b26\u5408\u7269\u7406\u89c4\u5f8b\u7684\u7a7a\u95f4\u5173\u7cfb\u88ab\u5b8c\u6574\u751f\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"554\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-5.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u6811\u53f6\u4e0e\u82b1\u74e3\" class=\"wp-image-1160773\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u6811\u53f6\u4e0e\u82b1\u74e3<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"619\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-6.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u5e26\u6709\u5185\u90e8\u7a7a\u95f4\u548c\u7a7f\u63d2\u7ed3\u6784\u7684\u73bb\u7483\u74f6\" class=\"wp-image-1160774\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u5e26\u6709\u5185\u90e8\u7a7a\u95f4\u548c\u7a7f\u63d2\u7ed3\u6784\u7684\u73bb\u7483\u74f6<\/figcaption><\/figure>\n\n\n\n<p><strong>\u7b2c\u4e09\uff0cTRELLIS.2 \u6781\u81f4\u7ec6\u8282\u628a\u63a7\uff0c\u4ee5\u9ad8\u6e05\u6670\u5ea6\u8fd8\u539f\u771f\u5b9e\u4e16\u754c<\/strong><\/p>\n\n\n\n<p>\u201c\u6a21\u7cca\u4e0d\u6e05\u3001\u68f1\u89d2\u5706\u6ed1\u201d\u662f\u4f20\u7edf 3D \u751f\u6210\u6a21\u578b\u7684\u53e6\u4e00\u5927\u75db\u70b9\u3002\u5c16\u9510\u68f1\u89d2\u88ab\u62b9\u5e73\uff0c\u7ec6\u5c0f\u7eb9\u7406\u88ab\u6d82\u62b9\u6210\u8272\u5757\uff0c\u7ec6\u8282\u4fe1\u606f\u5927\u91cf\u4e22\u5931\u3002<\/p>\n\n\n\n<p>TRELLIS.2 \u5c06\u7ec6\u8282\u7cbe\u5ea6\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u9ad8\u5ea6\uff0c\u6700\u9ad8\u652f\u63011536\u00b3\u7684\u8d85\u9ad8\u5206\u8fa8\u7387\u751f\u6210\uff0c\u80fd\u591f\u8fd8\u539f\u5fae\u89c2\u7ea7\u522b\u7684\u771f\u5b9e\u7ec6\u8282\u3002\u83e0\u841d\u8868\u76ae\u7684\u5c16\u523a\u6839\u6839\u5206\u660e\uff0c\u5e03\u6599\u7684\u82b1\u7eb9\u7ec6\u817b\u903c\u771f\u4e14\u8936\u76b1\u81ea\u7136\u6d41\u7545\uff0c\u751a\u81f3\u8fde\u7269\u4f53\u8868\u9762\u7684\u7ec6\u5c0f\u5212\u75d5\u3001\u7eb9\u7406\u8d28\u611f\uff0c\u90fd\u80fd\u88ab\u5b8c\u7f8e\u590d\u523b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"619\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-7.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u83e0\u841d\" class=\"wp-image-1160775\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u83e0\u841d<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"606\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-8.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u6709\u76ae\u8d28\u5e03\u6599\u4e14\u5e26\u6709\u8936\u76b1\u7684\u7269\u4f53\" class=\"wp-image-1160776\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u6709\u76ae\u8d28\u5e03\u6599\u4e14\u5e26\u6709\u8936\u76b1\u7684\u7269\u4f53<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"606\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-9.gif\" alt=\"TRELLIS.2 \u751f\u6210\u7684\u8868\u9762\u6709\u7ec6\u5c0f\u5212\u75d5\u7684\u7269\u4f53\" class=\"wp-image-1160777\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u751f\u6210\u7684\u8868\u9762\u6709\u7ec6\u5c0f\u5212\u75d5\u7684\u7269\u4f53<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4e24\u5927\u521b\u65b0-\u7a81\u7834\u5e95\u5c42\u67b6\u6784\u8303\u5f0f\">\u4e24\u5927\u521b\u65b0\uff0c\u7a81\u7834\u5e95\u5c42\u67b6\u6784\u8303\u5f0f<\/h2>\n\n\n\n<p>TRELLIS.2 \u652f\u6301\u539f\u751f\u7aef\u5230\u7aef 3D \u8d44\u4ea7\u751f\u6210\uff0c\u65e0\u9700\u4efb\u4f55\u4f9d\u8d56\u89c6\u89d2\u7684\u540e\u5904\u7406\uff0c\u5373\u53ef\u76f4\u63a5\u751f\u6210\u9ad8\u4fdd\u771f\u3001\u5168\u7eb9\u7406\u7684 3D \u8d44\u4ea7\u3002\u5176\u751f\u6210\u6548\u679c\u7684\u8d28\u53d8\u6e90\u4e8e\u7814\u7a76\u5458\u4eec\u5bf9\u5e95\u5c42\u67b6\u6784\u7684\u98a0\u8986\u6027\u521b\u65b0\u3002<\/p>\n\n\n\n<p><strong>\u521b\u65b0\u4e00\uff1a\u201c\u975e\u573a\u201d\u65b0\u8868\u8fbe O-Voxel\uff0c\u544a\u522b\u201c\u6c34\u5bc6\u5316\u201d\u675f\u7f1a<\/strong><\/p>\n\n\n\n<p>\u65e0\u8bba\u662f TRELLIS.1 \u8fd8\u662f\u5176\u4ed6\u4e3b\u6d41 3D \u751f\u6210\u6280\u672f\u4e4b\u6240\u4ee5\u96be\u4ee5\u5904\u7406\u5f00\u653e\u7ed3\u6784\u4e0e\u590d\u6742\u62d3\u6251\uff0c\u65e0\u6cd5\u751f\u6210\u9ad8\u7cbe\u7ec6\u7684\u7269\u4f53\uff0c\u4e3b\u8981\u539f\u56e0\u5728\u4e8e\u8fd9\u4e9b 3D \u751f\u6210\u6a21\u578b\u5927\u591a\u4f9d\u8d56\u7b49\u503c\u9762\u573a\uff08\u5982\u7b26\u53f7\u8ddd\u79bb\u51fd\u6570\uff09\u6765\u8868\u5f81\u51e0\u4f55\u5f62\u72b6\u3002\u8fd9\u79cd\u65b9\u6cd5\u5b58\u5728\u4e00\u4e2a\u5929\u7136\u7684\u7f3a\u9677\uff0c\u5b83\u8981\u6c42\u7269\u4f53\u5fc5\u987b\u662f\u5c01\u95ed\u7684\u201c\u6c34\u5bc6\u7ed3\u6784\u201d\uff0c\u5426\u5219\u5c31\u65e0\u6cd5\u51c6\u786e\u8ba1\u7b97\u51fa\u8ddd\u79bb\u503c\u3002<\/p>\n\n\n\n<p>\u4ee5\u524d\u4e3a\u4e86\u5c06\u539f\u59cb 3D \u8d44\u4ea7\u8f6c\u6362\u4e3a\u573a\u57fa\u8868\u8fbe\uff0c\u5f00\u53d1\u8005\u8fd8\u9700\u8981\u8fdb\u884c\u590d\u6742\u7684\u201c\u6c34\u5bc6\u5316\u201d\u9884\u5904\u7406\uff0c\u4f8b\u5982\u5c06\u5f00\u653e\u8868\u9762\u5f3a\u5236\u95ed\u5408\u3001\u628a\u5355\u5c42\u7ed3\u6784\u6539\u6210\u53cc\u5c42\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u4ec5\u8017\u65f6\u8017\u529b\uff0c\u8fd8\u4f1a\u4e25\u91cd\u635f\u5931\u6a21\u578b\u7684\u7ec6\u8282\u7cbe\u5ea6\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u573a\u57fa\u8868\u8fbe\u5b8c\u5168\u65e0\u6cd5\u5904\u7406\u975e\u6d41\u5f62\u7ed3\u6784\uff08\u5982\u5728\u7a7a\u95f4\u4e2d\u5341\u5b57\u4ea4\u53c9\u7684\u7247\u72b6\u7ed3\u6784\uff09\u4e0e\u5185\u90e8\u5c01\u95ed\u7a7a\u95f4\uff0c\u4ece\u800c\u5bfc\u81f4\u751f\u6210\u7ed3\u679c\u53ea\u80fd\u662f\u7f3a\u4e4f\u771f\u5b9e\u611f\u7684\u201c\u5b9e\u5fc3\u5916\u58f3\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"630\" height=\"575\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-10.png\" alt=\"O-Voxel \u793a\u610f\u56fe\uff0c\u53ca 3D \u8d44\u6e90\u4e0e O-Voxels \u4e4b\u95f4\u7684\u5373\u65f6\u53cc\u5411\u8f6c\u6362\" class=\"wp-image-1160778\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-10.png 630w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-10-300x274.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-10-197x180.png 197w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><figcaption class=\"wp-element-caption\">O-Voxel \u793a\u610f\u56fe\uff0c\u53ca 3D \u8d44\u6e90\u4e0e O-Voxels \u4e4b\u95f4\u7684\u5373\u65f6\u53cc\u5411\u8f6c\u6362<\/figcaption><\/figure>\n\n\n\n<p>TRELLIS.2 \u5f7b\u5e95\u6452\u5f03\u4e86\u4f20\u7edf\u7684\u573a\u57fa\u8868\u8fbe\u65b9\u6cd5\uff0c\u63d0\u51fa\u4e86<strong>\u5168\u65b0\u7684\u975e\u8868\u8fbe\u573a\u7a00\u758f\u4f53\u7d20\u7ed3\u6784 O-Voxel<\/strong>\u3002\u8be5\u8bbe\u8ba1\u5728\u4f20\u7edf\u56fe\u5f62\u5b66\u5bf9\u5076\u8f6e\u5ed3\uff08Dual Contouring\uff09\u6280\u672f\u7684\u57fa\u7840\u4e0a\uff0c\u521b\u65b0\u8bbe\u8ba1\u51fa\u7075\u6d3b\u5bf9\u5076\u7f51\u683c\uff08Flexible Dual Grid\uff09\uff0c\u6446\u8131\u4e86\u6c34\u5bc6\u6027\u4e0e\u6d41\u5f62\u7ea6\u675f\uff0c\u80fd\u591f\u7a33\u5065\u5904\u7406\u4efb\u610f\u51e0\u4f55\u5f62\u72b6\uff0c\u5305\u62ec\u81ea\u76f8\u4ea4\u66f2\u9762\u4e0e\u5168\u5c01\u95ed\u5185\u90e8\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u5458\u4eec\u901a\u8fc7\u65b0\u7684\u7b97\u6cd5\u8bbe\u8ba1\uff0c\u4f7f\u5bf9\u5076\u9876\u70b9\u53ef\u4ee5\u4e0e\u5c40\u90e8\u51e0\u4f55\u7279\u5f81\u5bf9\u9f50\uff0c\u6709\u6548\u4fdd\u7559\u4e86\u9510\u5229\u8fb9\u7f18\uff0c\u5e76\u901a\u8fc7\u5bf9\u5bf9\u5076\u9876\u70b9\u4f4d\u7f6e\u548c\u5206\u5272\u6743\u91cd\u8fdb\u884c\u53ef\u5b66\u4e60\u8c03\u6574\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u51e0\u4f55\u8868\u8fbe\u7684\u7075\u6d3b\u6027\u4e0e\u7cbe\u5ea6\uff0c\u5b9e\u73b0\u4e86\u66f4\u4e30\u5bcc\u591a\u6837\u7684\u62d3\u6251\u5efa\u6a21\u3002<\/p>\n\n\n\n<p>\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c<strong>TRELLIS.2 \u7684 PBR \u6750\u8d28\u5e76\u975e\u4e8b\u540e\u8d34\u56fe\uff0c\u800c\u662f\u4e0e\u51e0\u4f55\u7ed3\u6784\u201c\u539f\u751f\u751f\u6210\u201d<\/strong>\u3002\u4f20\u7edf 3D \u751f\u6210\u6280\u672f\u91c7\u7528\u7684\u662f\u5206\u9636\u6bb5\u7684\u4f5c\u4e1a\u6a21\u5f0f\uff1a\u5148\u751f\u6210\u6ca1\u6709\u8272\u5f69\u7684\u767d\u6a21\u51e0\u4f55\u7ed3\u6784\uff0c\u518d\u901a\u8fc7\u591a\u89c6\u89d2\u56fe\u50cf\u53cd\u6295\u5f71\u7684\u65b9\u5f0f\u4e3a\u6a21\u578b\u8d34\u9644\u7eb9\u7406\u3002\u8fd9\u79cd\u6d41\u7a0b\u5bf9\u7cbe\u5ea6\u8981\u6c42\u5341\u5206\u654f\u611f\uff0c\u5185\u90e8\u7ed3\u6784\u6216\u906e\u6321\u90e8\u5206\u7684\u7eb9\u7406\u5f80\u5f80\u96be\u4ee5\u51c6\u786e\u6295\u5c04\uff0c\u54ea\u6015\u662f\u5fae\u5c0f\u7684\u5bf9\u9f50\u504f\u5dee\uff0c\u90fd\u4f1a\u5bfc\u81f4\u7eb9\u7406\u9519\u4f4d\u3001\u6a21\u7cca\uff0c\u751a\u81f3\u4ea7\u751f\u201c\u91cd\u5f71\u201d\u6548\u679c\u3002<\/p>\n\n\n\n<p>\u800c TRELLIS.2 \u7684 O-Voxel \u8868\u793a\uff0c\u80fd\u591f\u8ba9\u7eb9\u7406\u5efa\u6a21\u4e0e\u51e0\u4f55\u5efa\u6a21\u5728\u540c\u4e00\u4e2a 3D \u7a7a\u95f4\u4e2d\u540c\u6b65\u5b8c\u6210\uff0c\u7eb9\u7406\u662f\u201c\u539f\u751f\u201d\u9644\u7740\u5728\u51e0\u4f55\u7ed3\u6784\u4e0a\u7684\uff0c\u5c31\u50cf\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u7269\u4f53\u81ea\u5e26\u6750\u8d28\u5c5e\u6027\u4e00\u6837\u3002\u65e0\u8bba\u662f\u590d\u6742\u7684\u5185\u90e8\u7ed3\u6784\uff0c\u8fd8\u662f\u7ec6\u5fae\u7684\u8868\u9762\u8936\u76b1\uff0c\u7eb9\u7406\u90fd\u80fd\u7cbe\u51c6\u8d34\u5408\uff0c\u8ba9\u6a21\u578b\u8d28\u611f\u66f4\u8d34\u8fd1\u771f\u5b9e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"455\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-11.gif\" alt=\"TRELLIS.2 \u53ef\u5b9e\u73b0\u51e0\u4f55\u7ed3\u6784\u4e0e\u7eb9\u7406\u540c\u65f6\u751f\u6210\" class=\"wp-image-1160780\"\/><figcaption class=\"wp-element-caption\">TRELLIS.2 \u53ef\u5b9e\u73b0\u51e0\u4f55\u7ed3\u6784\u4e0e\u7eb9\u7406\u540c\u65f6\u751f\u6210<\/figcaption><\/figure>\n\n\n\n<p><strong>O-Voxel \u8fd8\u652f\u6301\u4e0e\u539f\u59cb 3D \u8d44\u4ea7\u7684\u5373\u65f6\u53cc\u5411\u8f6c\u6362<\/strong>\u3002\u501f\u52a9\u5feb\u901f\u7f51\u683c\u6620\u5c04\u6280\u672f\uff0c\u5b83\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u5206\u8fa8\u7387\u8f6c\u6362\uff0c\u4e14\u8ba1\u7b97\u5f00\u9500\u6781\u4f4e\uff0c\u540c\u65f6\u907f\u514d\u4e86\u73b0\u6709\u65b9\u6cd5\u4e2d\u8017\u65f6\u7684\u7b26\u53f7\u8ddd\u79bb\u51fd\u6570\u8bc4\u4f30\u3001\u6cdb\u6d2a\u586b\u5145\u548c\u8fed\u4ee3\u4f18\u5316\u6d41\u7a0b\u3002<strong>\u6574\u4e2a\u8f6c\u6362\u8fc7\u7a0b\u65e0\u9700\u590d\u6742\u7684\u9884\u5904\u7406\uff0c\u4e5f\u4e0d\u4f1a\u635f\u5931\u4efb\u4f55\u7ec6\u8282<\/strong>\uff0c\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u4e0d\u5fc5\u518d\u4e3a\u6570\u636e\u8f6c\u6362\u8017\u8d39\u5927\u91cf\u65f6\u95f4\uff0c\u4ece\u800c\u53ef\u4ee5\u5c06\u66f4\u591a\u7cbe\u529b\u96c6\u4e2d\u5728\u6a21\u578b\u4f18\u5316\u4e0e\u521b\u610f\u8bbe\u8ba1\u4e0a\u3002<\/p>\n\n\n\n<p><strong>\u521b\u65b0\u4e8c\uff1a\u8d85\u7ea7\u538b\u7f29\u5f15\u64ce\u201c\u7626\u8eab\u4e0d\u635f\u8d28\u201d\uff0c\u5b9e\u73b016\u500d\u9ad8\u6548\u538b\u7f29<\/strong><\/p>\n\n\n\n<p>\u5728\u56fe\u50cf\u9886\u57df\uff0c16\u500d\u6570\u636e\u538b\u7f29\u5df2\u662f\u5e38\u6001\uff0c\u4f46 TRELLIS.2 \u51fa\u73b0\u4e4b\u524d\uff0c3D \u9886\u57df\u5bf9 8 \u500d\u4ee5\u4e0a\u7684\u6f5c\u7a7a\u95f4\u538b\u7f29\u7387\u7f3a\u4e4f\u7cfb\u7edf\u6027\u7814\u7a76\uff0c\u591a\u6570\u65b9\u6cd5\u90fd\u5c40\u9650\u4e8e 8 \u500d\u53ca\u4ee5\u4e0b\u538b\u7f29\u6c34\u5e73\uff0c\u800c\u66f4\u9ad8\u538b\u7f29\u6bd4\u4e0b\u517c\u987e\u6a21\u578b\u51e0\u4f55\u7ed3\u6784\u4e0e\u5916\u89c2\u9ad8\u4fdd\u771f\u5ea6\u7684\u53ef\u884c\u6027\uff0c\u672a\u5f97\u5230\u5145\u5206\u7684\u63a2\u7d22\u9a8c\u8bc1\u3002\u4e4b\u6240\u4ee5 TRELLIS.2 \u80fd\u591f\u7a33\u5b9a\u751f\u6210\u9ad8\u8fbe1536\u00b3\u7684\u8d85\u9ad8\u5206\u8fa8\u7387 3D \u8d44\u4ea7\uff0c\u5176\u6838\u5fc3\u79d8\u8bc0\u5c31\u5728\u4e8e\u5185\u7f6e\u7684\u5f3a\u5927\u201c\u538b\u7f29\u5f15\u64ce\u201d&nbsp;<strong>Sparse Compression VAE\uff08SC-VAE\uff0c\u7a00\u758f\u538b\u7f29\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff09<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"671\" height=\"425\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-12.png\" alt=\"diagram\" class=\"wp-image-1160779\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-12.png 671w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-12-300x190.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/trellis2-12-240x152.png 240w\" sizes=\"auto, (max-width: 671px) 100vw, 671px\" \/><figcaption class=\"wp-element-caption\">SC-VAE \u7f51\u7edc\u7ed3\u6784<\/figcaption><\/figure>\n\n\n\n<p>SC-VAE \u91c7\u7528\u6b8b\u5dee\u81ea\u7f16\u7801\u8bbe\u8ba1\uff0c\u642d\u914d ConvNeXt \u98ce\u683c\u7684\u6b8b\u5dee\u5757\uff0c\u80fd\u591f\u5728\u5bf9 O-Voxel \u7ed3\u6784\u5b8c\u621016\u500d\u4e0b\u91c7\u6837\u7684\u540c\u65f6\uff0c\u6700\u5927\u9650\u5ea6\u4fdd\u7559 3D \u6a21\u578b\u7684\u51e0\u4f55\u7ec6\u8282\u4e0e\u6750\u8d28\u4fe1\u606f\u3002\u5b83\u80fd\u5c06\u4e00\u4e2a1024\u00b3\u5206\u8fa8\u7387\u7684\u5168\u7eb9\u7406 3D \u8d44\u4ea7\uff0c\u538b\u7f29\u81f3\u4ec5\u7ea69.6K\u7684 latent tokens\uff0c\u4e14\u91cd\u5efa\u540e\u7684\u6a21\u578b\u5728\u89c6\u89c9\u6548\u679c\u4e0a\u51e0\u4e4e\u6ca1\u6709\u4efb\u4f55\u53ef\u611f\u77e5\u7684\u635f\u5931\u3002<\/p>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740 TRELLIS.2 \u53ef\u4ee5\u7528\u66f4\u5c11\u7684\u8ba1\u7b97\u8d44\u6e90\u751f\u6210\u66f4\u9ad8\u7cbe\u5ea6\u7684 3D \u6a21\u578b\uff0c<strong>\u8ba9\u8bad\u7ec340\u4ebf\u53c2\u6570\u7684\u5927\u89c4\u6a21 3D \u751f\u6210\u6a21\u578b\u4ece\u7406\u8bba\u53d8\u4e3a\u73b0\u5b9e<\/strong>\uff0c\u76f4\u63a5\u5e26\u6765\u4e86\u751f\u6210\u6548\u7387\u7684\u663e\u8457\u63d0\u5347\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0cTRELLIS.2 \u5728 NVIDIA H100 GPU \u4e0a\uff0c\u751f\u6210512\u00b3\u5206\u8fa8\u7387\u7684\u5168\u7eb9\u7406\u8d44\u4ea7\u4ec5\u9700\u7ea63\u79d2\uff0c1024\u00b3\u5206\u8fa8\u7387\u4ec5\u970017\u79d2\uff0c1536\u00b3\u5206\u8fa8\u7387\u4e5f\u4ec5\u970060\u79d2\u3002<\/p>\n\n\n\n<p>TRELLIS \u4e2d\u7684\u8fd9\u4e00\u7cfb\u5217\u521b\u65b0\u5e76\u975e\u51ed\u7a7a\u8bde\u751f\uff0c\u800c\u662f\u5efa\u7acb\u5728\u7814\u7a76\u5458\u4eec\u5bf9\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9886\u57df\u77e5\u8bc6\u7684\u56de\u6eaf\u4e0e\u91cd\u6784\u4e4b\u4e0a\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u7a76\u5458\u6768\u86df\u9f99\u8868\u793a\uff1a\u201c\u5f53\u524d\u7684AI\u7814\u7a76\u6709\u65f6\u4f1a\u9677\u5165\u601d\u7ef4\u5b9a\u5f0f\uff0c\u53ea\u5728\u73b0\u6709\u6846\u67b6\u5185\u505a\u589e\u91cf\u6539\u8fdb\uff0c\u4f46\u771f\u6b63\u7684\u7a81\u7834\u5f80\u5f80\u6765\u81ea\u5bf9\u9886\u57df\u5e95\u5c42\u8ba4\u77e5\u7684\u56de\u5f52\u548c\u6df1\u5ea6\u6316\u6398\u3002TRELLIS.2 \u7684\u8fdb\u5c55\u6b63\u662f\u6e90\u4e8e\u56e2\u961f\u5bf9\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u7684\u6d53\u539a\u5174\u8da3\uff0c\u6211\u4eec\u5c06\u6570\u5341\u5e74\u6765\u7684\u7ecf\u5178\u56fe\u5f62\u5b66\u6982\u5ff5\u4e0e\u6280\u672f\u52a0\u4ee5\u62c6\u89e3\u3001\u91cd\u5851\uff0c\u518d\u4e0e\u5f53\u4e0b\u524d\u6cbf\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u76f8\u7ed3\u5408\uff0c\u6700\u7ec8\u6784\u5efa\u51fa\u4e86\u8fd9\u4e00\u5168\u65b0\u7684 3D \u8d44\u4ea7\u751f\u6210\u8303\u5f0f\u3002\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u672a\u6765\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u662f\u8d5b\u535a\u4e16\u754c\u7684-\u9020\u7269\u4e3b\">\u672a\u6765\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u662f\u8d5b\u535a\u4e16\u754c\u7684\u201c\u9020\u7269\u4e3b\u201d<\/h2>\n\n\n\n<p>TRELLIS.2 \u7684\u521b\u65b0\u7279\u6027\u4e0e\u5f3a\u5927\u529f\u80fd\uff0c\u5438\u5f15\u4e86\u5b66\u672f\u754c\u4e0e\u5de5\u4e1a\u754c\u7684\u5e7f\u6cdb\u5173\u6ce8\u3002\u81ea2025\u5e7412\u6708\u5f00\u6e90\u4ee5\u6765\uff0cTRELLIS.2 \u5df2\u5728 GitHub \u4e0a\u65a9\u83b73.1K\u9897\u661f\uff0c\u5927\u6279\u7814\u7a76\u8005\u4e0e\u5f00\u53d1\u8005\u4e3b\u52a8\u54a8\u8be2\u3001\u7533\u8bf7\u8bd5\u7528\uff0c\u66f4\u6709\u4e0d\u5c11\u56e2\u961f\u76f4\u8a00\u81ea\u5df1\u5728\u201c\u7b49\u7c73\u4e0b\u9505\u201d\uff0c\u5e0c\u671b\u501f\u52a9\u8fd9\u9879\u6280\u672f\u52a0\u901f\u63a8\u8fdb\u81ea\u8eab\u9879\u76ee\u3002\u5927\u5bb6\u5bf9 TRELLIS.2 \u7684\u672a\u6765\u8fed\u4ee3\u4e5f\u5145\u6ee1\u671f\u5f85\uff0c\u547c\u58f0\u6700\u9ad8\u7684\u9700\u6c42\u5305\u62ec\u652f\u6301\u591a\u56fe\u8f93\u5165\u4ee5\u63d0\u5347\u751f\u6210\u51c6\u786e\u6027\u3001\u89e3\u9501\u6587\u751f 3D 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