{"id":19172,"date":"2025-01-23T20:24:20","date_gmt":"2025-01-23T12:24:20","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19172"},"modified":"2025-01-23T20:25:13","modified_gmt":"2025-01-23T12:25:13","slug":"diffbir","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/diffbir\/","title":{"rendered":"DiffBIR\uff1a\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u7684\u667a\u80fd\u4fee\u590d\u5de5\u5177"},"content":{"rendered":"<p>DiffBIR\uff08Blind Image Restoration with Generative Diffusion Prior\uff09\u662f\u4e00\u4e2a\u7531XPixelGroup\u5f00\u53d1\u7684\u56fe\u50cf\u4fee\u590d\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u751f\u6210\u6269\u6563\u6a21\u578b\u5b9e\u73b0\u76f2\u56fe\u50cf\u6062\u590d\u3002\u8be5\u5de5\u5177\u80fd\u591f\u5904\u7406\u5404\u79cd\u56fe\u50cf\u9000\u5316\u95ee\u9898\uff0c\u5982\u56fe\u50cf\u8d85\u5206\u8fa8\u7387\u3001\u56fe\u50cf\u53bb\u566a\u548c\u4eba\u8138\u4fee\u590d\u3002DiffBIR\u91c7\u7528\u4e86\u5148\u8fdb\u7684\u751f\u6210\u6269\u6563\u6a21\u578b\uff0c\u80fd\u591f\u5728\u4e0d\u4f9d\u8d56\u5177\u4f53\u9000\u5316\u6a21\u578b\u7684\u60c5\u51b5\u4e0b\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u4fee\u590d\u56fe\u50cf\u3002\u8be5\u9879\u76ee\u5728GitHub\u4e0a\u5f00\u6e90\uff0c\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u4f7f\u7528\u8bf4\u660e\u548c\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u65b9\u4fbf\u7528\u6237\u8fdb\u884c\u56fe\u50cf\u4fee\u590d\u4efb\u52a1\u3002<\/p>\n<div id=\"attachment_19173\" style=\"width: 1368px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-19173\" class=\"wp-image-19173 size-full\" title=\"DiffBIR\uff1a\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u7684\u667a\u80fd\u4fee\u590d\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3.png\" alt=\"DiffBIR\uff1a\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u7684\u667a\u80fd\u4fee\u590d\u5de5\u5177-1\" width=\"1358\" height=\"781\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3.png 1358w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3-300x173.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3-1024x589.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3-768x442.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/37297079ef354c3-18x10.png 18w\" sizes=\"auto, (max-width: 1358px) 100vw, 1358px\" \/><p id=\"caption-attachment-19173\" class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/replicate.com\/zsxkib\/diffbir<\/p><\/div>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19174\" title=\"DiffBIR\uff1a\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u7684\u667a\u80fd\u4fee\u590d\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353.png\" alt=\"DiffBIR\uff1a\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u7684\u667a\u80fd\u4fee\u590d\u5de5\u5177-1\" width=\"1280\" height=\"617\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353.png 1280w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353-300x145.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353-1024x494.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353-768x370.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fb63e4244ab5353-18x9.png 18w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u76f2\u56fe\u50cf\u8d85\u5206\u8fa8\u7387<\/strong>\uff1a\u63d0\u5347\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf\u7684\u6e05\u6670\u5ea6\u548c\u7ec6\u8282\u3002<\/li>\n<li><strong>\u76f2\u4eba\u8138\u4fee\u590d<\/strong>\uff1a\u4fee\u590d\u4f4e\u8d28\u91cf\u6216\u6a21\u7cca\u7684\u4eba\u8138\u56fe\u50cf\u3002<\/li>\n<li><strong>\u76f2\u56fe\u50cf\u53bb\u566a<\/strong>\uff1a\u53bb\u9664\u56fe\u50cf\u4e2d\u7684\u566a\u70b9\uff0c\u63d0\u5347\u56fe\u50cf\u8d28\u91cf\u3002<\/li>\n<li><strong>\u751f\u6210\u6269\u6563\u6a21\u578b<\/strong>\uff1a\u5229\u7528\u751f\u6210\u6269\u6563\u6a21\u578b\u8fdb\u884c\u56fe\u50cf\u4fee\u590d\uff0c\u9002\u5e94\u591a\u79cd\u9000\u5316\u60c5\u51b5\u3002<\/li>\n<li><strong>\u9884\u8bad\u7ec3\u6a21\u578b<\/strong>\uff1a\u63d0\u4f9b\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u56fe\u50cf\u4fee\u590d\u4efb\u52a1\u3002<\/li>\n<li><strong>\u5728\u7ebf\u6f14\u793a<\/strong>\uff1a\u63d0\u4f9b\u5728\u7ebf\u6f14\u793a\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f53\u9a8c\u56fe\u50cf\u4fee\u590d\u6548\u679c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/XPixelGroup\/DiffBIR.git\r\ncd DiffBIR\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/strong>\uff1a \u5c06\u9884\u8bad\u7ec3\u6a21\u578b\u4e0b\u8f7d\u5230<code>models<\/code>\u76ee\u5f55\u4e0b\uff0c\u5177\u4f53\u6a21\u578b\u4e0b\u8f7d\u94fe\u63a5\u8bf7\u53c2\u8003\u9879\u76ee\u9875\u9762\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u8bf4\u660e<\/h3>\n<h4>\u56fe\u50cf\u4fee\u590d<\/h4>\n<ol>\n<li><strong>\u51c6\u5907\u8f93\u5165\u56fe\u50cf<\/strong>\uff1a \u5c06\u5f85\u4fee\u590d\u7684\u56fe\u50cf\u653e\u7f6e\u5728<code>inputs<\/code>\u76ee\u5f55\u4e0b\u3002<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406\u811a\u672c<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python inference.py --input_dir inputs --output_dir outputs\r\n<\/code><\/pre>\n<p>\u8be5\u547d\u4ee4\u5c06\u5bf9<code>inputs<\/code>\u76ee\u5f55\u4e0b\u7684\u56fe\u50cf\u8fdb\u884c\u4fee\u590d\uff0c\u5e76\u5c06\u7ed3\u679c\u4fdd\u5b58\u5728<code>outputs<\/code>\u76ee\u5f55\u4e2d\u3002<\/p>\n<h4>\u6a21\u578b\u8bad\u7ec3<\/h4>\n<ol>\n<li><strong>\u51c6\u5907\u6570\u636e\u96c6<\/strong>\uff1a \u5c06\u8bad\u7ec3\u6570\u636e\u96c6\u653e\u7f6e\u5728<code>data<\/code>\u76ee\u5f55\u4e0b\uff0c\u786e\u4fdd\u6570\u636e\u683c\u5f0f\u7b26\u5408\u8981\u6c42\u3002<\/li>\n<li><strong>\u8fd0\u884c\u8bad\u7ec3\u811a\u672c<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python train_stage1.py --config configs\/train_stage1.yaml\r\npython train_stage2.py --config configs\/train_stage2.yaml\r\n<\/code><\/pre>\n<p>\u8be5\u547d\u4ee4\u5c06\u4f9d\u6b21\u8fd0\u884c\u7b2c\u4e00\u9636\u6bb5\u548c\u7b2c\u4e8c\u9636\u6bb5\u7684\u8bad\u7ec3\uff0c\u751f\u6210\u6700\u7ec8\u7684\u4fee\u590d\u6a21\u578b\u3002<\/p>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u76f2\u56fe\u50cf\u8d85\u5206\u8fa8\u7387<\/strong>\uff1a\n<ul>\n<li>\u5c06\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf\u653e\u7f6e\u5728<code>inputs<\/code>\u76ee\u5f55\u4e0b\u3002<\/li>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff0c\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/li>\n<li>\u68c0\u67e5<code>outputs<\/code>\u76ee\u5f55\u4e2d\u7684\u7ed3\u679c\u56fe\u50cf\uff0c\u786e\u8ba4\u4fee\u590d\u6548\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u76f2\u4eba\u8138\u4fee\u590d<\/strong>\uff1a\n<ul>\n<li>\u5c06\u6a21\u7cca\u6216\u4f4e\u8d28\u91cf\u7684\u4eba\u8138\u56fe\u50cf\u653e\u7f6e\u5728<code>inputs<\/code>\u76ee\u5f55\u4e0b\u3002<\/li>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff0c\u4fee\u590d\u4eba\u8138\u56fe\u50cf\u3002<\/li>\n<li>\u68c0\u67e5<code>outputs<\/code>\u76ee\u5f55\u4e2d\u7684\u7ed3\u679c\u56fe\u50cf\uff0c\u786e\u8ba4\u4fee\u590d\u6548\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u76f2\u56fe\u50cf\u53bb\u566a<\/strong>\uff1a\n<ul>\n<li>\u5c06\u542b\u6709\u566a\u70b9\u7684\u56fe\u50cf\u653e\u7f6e\u5728<code>inputs<\/code>\u76ee\u5f55\u4e0b\u3002<\/li>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff0c\u53bb\u9664\u56fe\u50cf\u4e2d\u7684\u566a\u70b9\u3002<\/li>\n<li>\u68c0\u67e5<code>outputs<\/code>\u76ee\u5f55\u4e2d\u7684\u7ed3\u679c\u56fe\u50cf\uff0c\u786e\u8ba4\u53bb\u566a\u6548\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>Diffbir2.1\u6574\u5408\u5305<\/h2>\n<p><div class=\"huoduan_hide_box\" style=\"border:1px dashed #F60; padding:10px; margin:10px 0; line-height:200%; color:#F00; background-color:#FFF4FF; overflow:hidden; clear:both;\"><img loading=\"lazy\" decoding=\"async\" class=\"wxpic\" align=\"right\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/d8668ed8023fbe2.jpg\" style=\"width:150px;height:150px;margin-left:20px;display:inline;border:none\" width=\"150\" height=\"150\"  alt=\"AI\u751f\u4ea7\u529b\u5e94\u7528\" \/><span style=\"font-size:18px;\">\u6b64\u5904\u5185\u5bb9\u5df2\u7ecf\u88ab\u4f5c\u8005\u9690\u85cf\uff0c\u8bf7\u8f93\u5165\u9a8c\u8bc1\u7801\u67e5\u770b\u5185\u5bb9<\/span><form method=\"post\" style=\"margin:10px 0;\"><span class=\"yzts\" style=\"font-size:18px;float:left;\">\u9a8c\u8bc1\u7801\uff1a<\/span><input name=\"huoduan_verifycode\" id=\"verifycode\" type=\"text\" value=\"\" style=\"border:none;float:left;width:80px; height:32px; line-height:30px; padding:0 5px; border:1px solid #FF6600;-moz-border-radius: 0px;  -webkit-border-radius: 0px;  border-radius:0px;\" \/><input id=\"verifybtn\" style=\"border:none;float:left;width:80px; height:32px; line-height:32px; padding:0 5px; background-color:#F60; text-align:center; border:none; cursor:pointer; color:#FFF;-moz-border-radius: 0px; font-size:14px;  -webkit-border-radius: 0px;  border-radius:0px;\" name=\"\" type=\"submit\" value=\"\u63d0\u4ea4\u67e5\u770b\" \/><\/form><div style=\"clear:left;\"><\/div><span style=\"color:#00BF30\">\u8bf7\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u56de\u590d\u201c<span style=\"color:blue\">\u9a8c\u8bc1\u7801<\/span>\u201d\uff0c\u83b7\u53d6\u9a8c\u8bc1\u7801\u3002\u5728\u5fae\u4fe1\u91cc\u641c\u7d22\u201c<span style=\"color:blue\">AI\u751f\u4ea7\u529b\u5e94\u7528<\/span>\u201d\u6216\u8005\u201c<span style=\"color:blue\">Artificial9527<\/span>\u201d\u6216\u8005\u5fae\u4fe1\u626b\u63cf\u53f3\u4fa7\u4e8c\u7ef4\u7801\u90fd\u53ef\u4ee5\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\u3002<\/span><div class=\"cl\"><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DiffBIR\uff08Blind Image Restoration with Generative Diffusion Prior\uff09\u662f\u4e00\u4e2a\u7531XPixelGroup\u5f00\u53d1\u7684\u56fe\u50cf\u4fee\u590d\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u751f\u6210\u6269\u6563\u6a21\u578b\u5b9e\u73b0\u76f2\u56fe\u50cf\u6062\u590d\u3002\u8be5\u5de5\u5177\u80fd\u591f\u5904\u7406\u5404\u79cd\u56fe\u50cf\u9000\u5316&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61703,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[218,230],"class_list":["post-19172","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aituxiangfangda","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/19172","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=19172"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/19172\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61703"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=19172"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=19172"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=19172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}