{"id":9708,"date":"2026-06-27T00:32:49","date_gmt":"2026-06-26T16:32:49","guid":{"rendered":"https:\/\/infernews.com\/blog\/shuttermuse-a-open-sourced-mllm-that-provides-both-photographpher-side-and-subje\/"},"modified":"2026-06-27T00:34:54","modified_gmt":"2026-06-26T16:34:54","slug":"shuttermuse","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/shuttermuse\/","title":{"rendered":"ShutterMuse\uff1a\u62cd\u7167\u7576\u4e0b\u5373\u6642\u5f15\u5c0e\u69cb\u5716\u8207\u59ff\u52e2\u7684\u591a\u6a21\u614b\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/logo.jpg\" alt=\"ShutterMuse logo\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">ShutterMuse \u662f\u4e00\u500b\u7d71\u4e00\u7684\u591a\u6a21\u614b\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08MLLM\uff09\uff0c\u5c08\u9580\u7528\u65bc\u62cd\u7167\u77ac\u9593\u7684\u651d\u5f71\u5f15\u5c0e\uff0c\u89e3\u6c7a\u300c\u6309\u4e0b\u5feb\u9580\u524d\u8a72\u600e\u9ebc\u69cb\u5716\u3001\u88ab\u651d\u8005\u8a72\u64fa\u4ec0\u9ebc\u59ff\u52e2\u300d\u9019\u500b\u9577\u671f\u88ab\u5ffd\u7565\u7684\u554f\u984c\u3002\u50b3\u7d71\u505a\u6cd5\u591a\u4ee5\u300c\u4e8b\u5f8c\u7f8e\u5b78\u88c1\u526a\u300d\u70ba\u4e3b\uff0c\u53ea\u8a55\u4f30\u6a21\u578b\u80fd\u5426\u5f9e\u65e2\u6709\u7167\u7247\u4e2d\u6311\u51fa\u6700\u4f73\u88c1\u5207\u5340\u57df\uff0c\u537b\u6c92\u6709\u6db5\u84cb\u62cd\u651d\u7576\u4e0b\u7684\u69cb\u5716\u6c7a\u7b56\uff0c\u66f4\u5b8c\u5168\u4e0d\u8655\u7406\u88ab\u651d\u8005\u7684\u59ff\u52e2\u63a8\u85a6\uff1b\u901a\u7528\u578b MLLM \u96d6\u7136\u80fd\u7d66\u51fa\u69cb\u5716\u5efa\u8b70\uff0c\u537b\u96e3\u4ee5\u7cbe\u6e96\u5b9a\u4f4d\u9700\u8981\u8abf\u6574\u7684\u5340\u57df\uff0c\u800c\u5c08\u9580\u7684\u7f8e\u5b78\u88c1\u526a\u6a21\u578b\u96d6\u7136\u5b9a\u4f4d\u80fd\u529b\u5f37\uff0c\u537b\u53ea\u80fd\u8655\u7406\u88c1\u5207\u9019\u4e00\u9805\u4efb\u52d9\uff0c\u5169\u8005\u7686\u7121\u6cd5\u63d0\u4f9b\u7d50\u69cb\u5316\u3001\u53ef\u5373\u6642\u57f7\u884c\u7684\u59ff\u52e2\u6307\u5f15\u3002ShutterMuse \u900f\u904e\u540c\u6642\u8f38\u51fa\u300c\u4fdd\u7559\uff0f\u5fae\u8abf\uff0f\u91cd\u62cd\u300d\u4e09\u985e\u69cb\u5716\u6c7a\u7b56\uff0c\u642d\u914d COCO-17 \u95dc\u9375\u9ede\u8207\u53ef\u898b\u5ea6\u8cc7\u8a0a\u7684\u59ff\u52e2\u9aa8\u67b6\uff0c\u628a\u62cd\u651d\u5f15\u5c0e\u6574\u5408\u6210\u55ae\u4e00\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>CaptureGuide-Bench<\/strong> \u8207 <strong>CaptureGuide-Dataset<\/strong> \u662f\u9019\u500b\u9805\u76ee\u7684\u5169\u5927\u652f\u67f1\uff1a\u524d\u8005\u6db5\u84cb\u69cb\u5716\u6c7a\u7b56\uff0f\u5fae\u8abf\u8207\u59ff\u52e2\u63a8\u85a6\u5169\u985e\u4e92\u88dc\u4efb\u52d9\uff0c\u5f8c\u8005\u5305\u542b\u7d04 13 \u842c\u7b46\u6a23\u672c\uff0c\u9644\u5e36\u6587\u5b57\u63a8\u7406\u8207\u7d50\u69cb\u5316\u8996\u89ba\u6a19\u8a3b\uff0c\u4f9b\u76e3\u7763\u5f0f\u5fae\u8abf\u8207\u5f37\u5316\u5b78\u7fd2\u5fae\u8abf\u4f7f\u7528\u3002\u5f9e\u8a55\u6e2c\u7d50\u679c\u4f86\u770b\uff0cShutterMuse \u5728\u651d\u5f71\u5e2b\u7aef\u5f15\u5c0e\u7684 IoU \u9054\u5230 74.30\u3001BDE \u964d\u81f3 0.054\u3001MLLM-Score \u70ba 0.64\uff0c\u7686\u512a\u65bc Gemini-3.0-Pro\u3001GPT-5.5 \u8207 Venus \u7b49\u5c0d\u7167\u7d44\uff1b\u5728\u88ab\u651d\u8005\u7aef\u59ff\u52e2\u63a8\u85a6\u65b9\u9762\uff0c\u5e73\u5747\u5206\u6578\u8207\u4e92\u52d5\u6027\u6307\u6a19\u4ea6\u5177\u7af6\u722d\u529b\uff0c\u4e14\u63a8\u8ad6\u6642\u9593\u8207 token \u6d88\u8017\u660e\u986f\u4f4e\u65bc Nano-Banana-Pro \u8207 GPT-Image-2\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/lijayutnt.github.io\\\/ShutterMuse\\\/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;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&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\u9805\u76ee\u7531\u5fa9\u65e6\u5927\u5b78\u8207 StepFun \u5171\u540c\u958b\u767c\uff0c\u6a21\u578b\u6b0a\u91cd\u3001\u8a55\u6e2c\u8173\u672c\u8207\u7bc4\u4f8b\u5df2\u65bc Hugging Face \u8207 GitHub \u540c\u6b65\u91cb\u51fa\u3002\u539f\u59cb\u8cc7\u6599\u63d0\u4f9b\u4e86\u6a21\u578b\u4e0b\u8f09\u9023\u7d50\u8207\u9805\u76ee\u9801\u9762\u7684\u793a\u7bc4\u5f71\u7247\uff0c\u90e8\u7f72\u7d30\u7bc0\u9700\u53c3\u8003\u9805\u76ee\u9801\u9762\u6216\u6a21\u578b\u5361\u7247\u7684\u5f8c\u7e8c\u8aaa\u660e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d71\u4e00\u8655\u7406\u69cb\u5716\u6c7a\u7b56\uff08\u4fdd\u7559\uff0f\u5fae\u8abf\uff0f\u91cd\u62cd\uff09\u8207\u59ff\u52e2\u63a8\u85a6\u5169\u985e\u62cd\u651d\u5f15\u5c0e\u4efb\u52d9<\/li>\n\n\n\n<li>\u96a8\u9644 CaptureGuide-Dataset\uff0813 \u842c\u6a23\u672c\uff09\u8207 CaptureGuide-Bench \u5169\u9805\u8cc7\u6e90<\/li>\n\n\n\n<li>\u5728 CaptureGuide-Bench \u591a\u9805\u6307\u6a19\u4e0a\u8d85\u8d8a Gemini-3.0-Pro\u3001GPT-5.5 \u8207 Venus<\/li>\n\n\n\n<li>\u59ff\u52e2\u63a8\u85a6\u63a8\u8ad6\u6210\u672c\u4f4e\u65bc Nano-Banana-Pro \u8207 GPT-Image-2<\/li>\n\n\n\n<li>\u9069\u5408\u651d\u5f71\u6559\u5b78\u3001\u667a\u6167\u76f8\u6a5f\u52a9\u7406\u3001AR \u62cd\u651d\u5f15\u5c0e\u7b49\u9700\u8981\u5373\u6642\u56de\u994b\u7684\u5834\u666f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u651d\u5f71 App \u958b\u767c\u8005\u3001\u76f8\u6a5f\u5ee0\u5546\u7814\u7a76\u5718\u968a\uff0c\u6216\u4efb\u4f55\u60f3\u628a\u300c\u69cb\u5716\u6559\u7df4\u300d\u8207\u300c\u59ff\u52e2\u6559\u7df4\u300d\u6574\u5408\u9032\u62cd\u651d\u6d41\u7a0b\u7684\u7522\u54c1\u800c\u8a00\uff0cShutterMuse \u63d0\u4f9b\u4e86\u4e00\u500b\u53ef\u76f4\u63a5\u5fae\u8abf\u8207\u8a55\u6e2c\u7684\u8d77\u9ede\uff1b\u81f3\u65bc\u4e00\u822c\u4f7f\u7528\u8005\uff0c\u5247\u53ef\u5148\u900f\u904e Hugging Face \u4e0a\u7684\u6a21\u578b\u6b0a\u91cd\u8207\u9805\u76ee\u9801\u9762\u793a\u7bc4\u5f71\u7247\u4e86\u89e3\u5176\u80fd\u529b\uff0c\u518d\u4f9d\u5b98\u65b9\u5f8c\u7e8c\u91cb\u51fa\u7684\u8173\u672c\u9032\u884c\u672c\u5730\u90e8\u7f72\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/lijayuTnT\/ShutterMuse\" rel=\"noopener noreferrer\">https:\/\/github.com\/lijayuTnT\/ShutterMuse<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\u4e3b\u9801\uff1a<\/strong> <a href=\"https:\/\/lijayutnt.github.io\/ShutterMuse\/\" rel=\"noopener noreferrer\">https:\/\/lijayutnt.github.io\/ShutterMuse\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6a21\u578b\uff1a<\/strong> <a href=\"https:\/\/huggingface.co\/ShutterMuse\/ShutterMuse\" rel=\"noopener noreferrer\">https:\/\/huggingface.co\/ShutterMuse\/ShutterMuse<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ShutterMuse 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\u8cc7\u6599\u96c6\u8207\u8a55\u6e2c\u57fa\u6e96\u3002<\/p>\n","protected":false},"author":8,"featured_media":9707,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,153,30,38,120,76,27,149,199],"tags":[],"class_list":["post-9708","post","type-post","status-publish","format-standard","hentry","category-133","category-openai","category-image","category-38","category-120","category-76","category-paper","category-149","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9708","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=9708"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9708\/revisions"}],"predecessor-version":[{"id":9710,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9708\/revisions\/9710"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9707"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}