{"id":10138,"date":"2026-07-10T19:45:28","date_gmt":"2026-07-10T11:45:28","guid":{"rendered":"https:\/\/infernews.com\/blog\/canvas360\/"},"modified":"2026-07-10T19:45:28","modified_gmt":"2026-07-10T11:45:28","slug":"canvas360","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/canvas360\/","title":{"rendered":"Canvas360 \u628a\u5168\u666f\u751f\u6210\u62c9\u56de\u53ef\u7528\u6c34\u5e73"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/teaser-5.jpg\" alt=\"teaser\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u503c\u5f97\u7559\u610f\u5605\u5730\u65b9\uff0c\u5728\u65bc\u4f62\u5514\u53ea\u60f3\u751f\u6210\u4e00\u5f35\u95ca\u5716\uff0c\u800c\u4fc2\u60f3\u8655\u7406 360 \u5ea6\u5168\u666f\u6700\u5e38\u898b\u5605\u7834\u7dbb\uff1a\u5de6\u53f3\u908a\u754c\u63a5\u5514\u4e0a\u3001\u900f\u8996\u8b8a\u5f62\u5514\u81ea\u7136\u3001\u88dc\u5716\u5f8c\u7a7a\u9593\u7d50\u69cb\u6563\u958b\u3002Canvas360 \u5c6c\u65bc\u5f71\u50cf\u751f\u6210\u6846\u67b6\uff0c\u5efa\u57fa\u65bc FLUX\uff0c\u8655\u7406\u5605\u4fc2 text-to-panorama image generation\uff0c\u540c\u6642\u5ef6\u4f38\u5230 inpainting\u3001outpainting\u3001editing \u540c style transfer \u5462\u985e\u5168\u666f\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u591a\u6578\u5148\u628a\u5168\u666f\u7576\u6210\u4e00\u822c\u5e73\u9762\u5716\u7247\u751f\u6210\uff0c\u518d\u9760\u5f8c\u8655\u7406\u6e1b\u5c11\u63a5\u7e2b\uff1b\u4f5c\u8005\u8a8d\u70ba\u5462\u7a2e\u7bc4\u5f0f\u5ffd\u7565\u5497 panoramic projection \u672c\u8eab\u5605\u5e7e\u4f55\u7279\u6027\uff0c\u6240\u4ee5\u5bb9\u6613\u55ba\u908a\u754c\u3001\u6df1\u5ea6\u95dc\u4fc2\u540c\u5c40\u90e8\u7d50\u69cb\u51fa\u73fe\u932f\u4f4d\u3002Canvas360 \u7528 two-stage framework \u91cd\u7d44\u5462\u4ef6\u4e8b\uff1a\u5148\u505a geometry-aware pretraining\uff0c\u5f15\u5165 parallel RGB-depth pretraining\uff0c\u518d\u914d\u5408 continuous position encoding\u3001circular latent padding \u540c per-block feature synchronization\uff0c\u5c07 360 \u5ea6\u9023\u7e8c\u6027\u76f4\u63a5\u653e\u5165\u6a21\u578b\u5b78\u7fd2\u904e\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u985e\u9805\u76ee\u76f8\u6bd4\uff0cCanvas360 \u5605\u53d6\u5411\u5514\u4fc2\u55ae\u7d14\u8ffd\u6c42\u66f4\u83ef\u9e97\u5605\u756b\u9762\uff0c\u800c\u4fc2\u512a\u5148\u4fee\u6b63\u5168\u666f\u751f\u6210\u6700\u5f71\u97ff\u53ef\u7528\u6027\u5605\u4e00\u81f4\u6027\u554f\u984c\u3002\u9805\u76ee\u4ea6\u88dc\u4e0a Canvas360Dataset\uff0c\u63d0\u4f9b 1M paired panoramic samples\uff0c\u652f\u63f4 style transfer\u3001inpainting\u3001outpainting \u540c editing\uff0c\u53cd\u6620\u4f5c\u8005\u5514\u6b62\u505a\u55ae\u4e00\u6a21\u578b\u6539\u826f\uff0c\u4ef2\u60f3\u9023\u8a13\u7df4\u8cc7\u6599\u7d50\u69cb\u4e00\u4f75\u88dc\u5f37\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6838\u5fc3\u5b9a\u4f4d\u4fc2 FLUX-based framework\uff0c\u4e3b\u6253 text-to-panorama image generation \u540c\u5168\u666f\u88dc\u5168<\/li>\n<li>\u95dc\u9375\u65b9\u6cd5\u5305\u62ec geometry-aware pretraining\u3001continuous position encoding\u3001circular latent padding<\/li>\n<li>\u5df2\u516c\u958b inference code \u540c training code\uff0c\u4f46 model weights \u8207 online demo \u4ecd\u7136\u672a\u91cb\u51fa<\/li>\n<li>\u9700\u8981 base model <strong>black-forest-labs\/FLUX.1-dev<\/strong>\uff0c\u4e26\u53ef\u914d\u5408\u81ea\u5099 LoRA \u8dd1\u751f\u6210\u6216\u4e0b\u6e38\u4efb\u52d9<\/li>\n<li>\u76f8\u95dc\u6bd4\u8f03\u5c0d\u8c61\u5305\u62ec PanFusion\u3001SMGD\u3001PAR\u3001WorldGen\u3001HunyuanWorld\u3001DiT360\uff0c\u4ee5\u53ca FLUX.1-Kontext-dev\u3001FLUX.2-dev\u3001Qwen-Image-Edit<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e2c\u8a66\u540c\u73fe\u968e\u6bb5\u8f03\u63a5\u8fd1\u7814\u7a76\u578b\u9805\u76ee\u800c\u5514\u4fc2\u5373\u958b\u5373\u7528\u670d\u52d9\u3002\u5132\u5b58\u5eab\u5df2\u63d0\u4f9b inference.py \u540c inference_downstream.py\uff0c\u4ee3\u8868\u4f60\u53ef\u4ee5\u5728\u672c\u5730\u74b0\u5883\u914d\u597d PyTorch\u3001\u4f9d\u8cf4\u5957\u4ef6\u3001FLUX.1-dev \u5b58\u53d6\u6b0a\u540c LoRA \u5f8c\uff0c\u76f4\u63a5\u9a57\u8b49\u6587\u5b57\u751f\u6210\u5168\u666f\uff0c\u6216\u8005\u8a66\u5168\u666f\u88dc\u5716\u8207\u5ef6\u5c55\uff1b\u4e0d\u904e\u6b0a\u91cd\u672a\u516c\u958b\uff0c\u6240\u4ee5\u73fe\u6642\u66f4\u9069\u5408\u7814\u7a76\u5718\u968a\u3001\u5168\u666f\u5f71\u50cf\u5de5\u5177\u958b\u767c\u8005\uff0c\u6216\u8005\u60f3\u7814\u7a76 360 \u5ea6\u751f\u6210\u65b9\u6cd5\u5605\u4eba\u5148\u884c\u95b1\u8b80\u540c\u8ddf\u9032\u3002\u73fe\u6709\u4ecb\u7d39\u5f37\u8abf\u7d50\u679c\u6bd4\u591a\u500b\u820a\u65b9\u6cd5\u66f4\u5c11\u63a5\u7e2b\u7455\u75b5\u3001\u7d50\u69cb\u66f4\u6e05\u6670\uff0c\u4f46\u5132\u5b58\u5eab\u5167\u5bb9\u672a\u898b\u5b8c\u6574\u91cf\u5316\u6307\u6a19\u8868\uff0c\u5224\u65b7\u6027\u80fd\u4ecd\u8981\u7b49\u8ad6\u6587\u8207\u6b0a\u91cd\u9032\u4e00\u6b65\u516c\u958b\u5f8c\u5148\u66f4\u7a69\u9663\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/zry000.github.io\/Canvas360\/\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Insta360-Research-Team\/Canvas360\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.08765\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5168\u666f\u5716\u6700\u6613\u7a7f\u5d29\u5605\u4f4d\u7f6e\uff0c\u5f80\u5f80\u5514\u4fc2\u756b\u8cea\uff0c\u800c\u4fc2\u5de6\u53f3\u63a5\u7e2b\u540c\u7a7a\u9593\u611f\u3002Canvas360 \u91dd\u5c0d\u5462\u500b\u75db\u9ede\u843d\u624b\uff0c\u60f3\u4ee4\u6587\u5b57\u751f\u6210\u540c\u5f8c\u7e8c\u4fee\u88dc\u90fd\u66f4\u9023\u8cab\u3002<\/p>\n","protected":false},"author":8,"featured_media":10137,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,176,33,30,152,157,76,127,149,196,197,199],"tags":[],"class_list":["post-10138","post","type-post","status-publish","format-standard","hentry","category-133","category-176","category-stablediffusion","category-image","category-python","category-157","category-76","category-127","category-149","category-196","category-framework","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10138","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=10138"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10138\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10137"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10138"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10138"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}