{"id":18514,"date":"2025-01-16T10:56:15","date_gmt":"2025-01-16T02:56:15","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18514"},"modified":"2025-05-14T00:51:43","modified_gmt":"2025-05-13T16:51:43","slug":"manganinjia","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/manganinjia\/","title":{"rendered":"MangaNinjia\uff1a\u81ea\u52a8\u5316\u7ebf\u7a3f\u4e0a\u8272\u5de5\u5177\uff0c\u4e3a\u52a8\u6f2b\u9ed1\u767d\u7ebf\u7a3f\u5feb\u901f\u586b\u8272"},"content":{"rendered":"<p>MangaNinjia \u662f\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u89c6\u89c9\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08Ali-Vilab\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u7ebf\u7a3f\u4e0a\u8272\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002\u8fd9\u4e00\u5de5\u5177\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5bf9\u53c2\u8003\u56fe\u50cf\u7684\u7cbe\u786e\u8272\u5f69\u5339\u914d\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6f2b\u753b\u521b\u4f5c\u4e2d\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002MangaNinjia \u4e0d\u4ec5\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u548c\u5e94\u7528\u989c\u8272\uff0c\u8fd8\u652f\u6301\u7528\u6237\u901a\u8fc7\u70b9\u9009\u65b9\u5f0f\u8fdb\u884c\u7cbe\u7ec6\u63a7\u5236\uff0c\u4f7f\u5f97\u5373\u4f7f\u5728\u590d\u6742\u573a\u666f\u4e0b\u4e5f\u80fd\u8fbe\u5230\u6ee1\u610f\u7684\u8272\u5f69\u6548\u679c\u3002\u8be5\u9879\u76ee\u5728 GitHub \u4e0a\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u4ee3\u7801\u548c\u4f7f\u7528\u6307\u5357\uff0c\u5438\u5f15\u4e86\u4f17\u591a\u6f2b\u753b\u7231\u597d\u8005\u548c\u4e13\u4e1a\u4eba\u58eb\u7684\u5173\u6ce8\u3002<\/p>\n<div id=\"attachment_18773\" style=\"width: 1090px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-18773\" class=\"wp-image-18773 size-full\" title=\"MangaNinjia\uff1a\u81ea\u52a8\u5316\u7ebf\u7a3f\u4e0a\u8272\u5de5\u5177\uff0c\u4e3a\u52a8\u6f2b\u9ed1\u767d\u7ebf\u7a3f\u5feb\u901f\u586b\u8272-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3.png\" alt=\"MangaNinjia\uff1a\u81ea\u52a8\u5316\u7ebf\u7a3f\u4e0a\u8272\u5de5\u5177\uff0c\u4e3a\u52a8\u6f2b\u9ed1\u767d\u7ebf\u7a3f\u5feb\u901f\u586b\u8272-1\" width=\"1080\" height=\"638\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3-300x177.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3-1024x605.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3-768x454.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/b2e4b2ab853c6b3-18x12.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><p id=\"caption-attachment-18773\" class=\"wp-caption-text\">\u8be5\u9879\u76ee\u76ee\u524d\u6709\u4e09\u4e2a\u529f\u80fd:\u7ebf\u7a3f\u63d0\u53d6\u3001\u7ebf\u7a3f\u4e0a\u8272\u3001\u7cbe\u786e\u7ebf\u7a3f\u4e0a\u8272\u3002<\/p><\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18515\" title=\"MangaNinjia\uff1a\u81ea\u52a8\u5316\u7ebf\u7a3f\u4e0a\u8272\u5de5\u5177\uff0c\u4e3a\u52a8\u6f2b\u9ed1\u767d\u7ebf\u7a3f\u5feb\u901f\u586b\u8272-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/78c2679ee9177e3.jpg\" alt=\"MangaNinjia\uff1a\u81ea\u52a8\u5316\u7ebf\u7a3f\u4e0a\u8272\u5de5\u5177\uff0c\u4e3a\u52a8\u6f2b\u9ed1\u767d\u7ebf\u7a3f\u5feb\u901f\u586b\u8272-1\" width=\"1024\" height=\"614\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/78c2679ee9177e3.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/78c2679ee9177e3-300x180.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/78c2679ee9177e3-768x461.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/78c2679ee9177e3-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u81ea\u52a8\u7ebf\u7a3f\u4e0a\u8272<\/strong>\uff1a\u6839\u636e\u53c2\u8003\u56fe\u50cf\u81ea\u52a8\u8bc6\u522b\u548c\u5e94\u7528\u989c\u8272\u3002<\/li>\n<li><strong>\u7cbe\u786e\u53c2\u8003\u8ddf\u968f<\/strong>\uff1a\u5229\u7528\u7b97\u6cd5\u786e\u4fdd\u7ebf\u7a3f\u548c\u53c2\u8003\u56fe\u50cf\u4e4b\u95f4\u7684\u989c\u8272\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u70b9\u63a7\u4e0a\u8272<\/strong>\uff1a\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u70b9\u51fb\u70b9\u6765\u6307\u5b9a\u7279\u5b9a\u533a\u57df\u7684\u989c\u8272\uff0c\u63d0\u9ad8\u4e0a\u8272\u7cbe\u5ea6\u3002<\/li>\n<li><strong>\u591a\u53c2\u8003\u56fe\u50cf\u652f\u6301<\/strong>\uff1a\u53ef\u4ee5\u4ece\u591a\u4e2a\u53c2\u8003\u56fe\u50cf\u4e2d\u63d0\u53d6\u989c\u8272\uff0c\u8fdb\u884c\u7efc\u5408\u4e0a\u8272\u3002<\/li>\n<li><strong>\u9002\u5e94\u4e0d\u540c\u7ebf\u7a3f\u683c\u5f0f<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u7ebf\u7a3f\u8f93\u5165\u683c\u5f0f\uff0c\u5982\u4e8c\u503c\u5316\u7ebf\u7a3f\u7b49\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>\u514b\u9686\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/ali-vilab\/MangaNinjia.git\r\ncd MangaNinjia\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   conda env create -f environment.yaml\r\nconda activate MangaNinjia\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff1a\n<ul>\n<li>\u4eceHuggingFace\u4e0b\u8f7dStableDiffusion\u3001clip-vit-large-patch14\u3001control<em>v11p<\/em>sd15_lineart\u548cAnnotators\u6a21\u578b\u3002<\/li>\n<li>\u5c06\u4e0b\u8f7d\u7684\u6a21\u578b\u653e\u7f6e\u5728<code>checkpoints<\/code>\u76ee\u5f55\u4e0b\uff0c\u7ed3\u6784\u5982\u4e0b\uff1a <code><br \/>\ncheckpoints\/<br \/>\n\u251c\u2500\u2500 StableDiffusion\/<br \/>\n\u251c\u2500\u2500 models\/<br \/>\n\u251c\u2500\u2500 clip-vit-large-patch14\/<br \/>\n\u251c\u2500\u2500 control_v11p_sd15_lineart\/<br \/>\n\u2514\u2500\u2500 Annotators\/<br \/>\n\u251c\u2500\u2500 sk_model.pth<br \/>\n\u251c\u2500\u2500 MangaNinjia\/<br \/>\n\u251c\u2500\u2500 denoising_unet.pth<br \/>\n\u251c\u2500\u2500 reference_unet.pth<br \/>\n\u251c\u2500\u2500 point_net.pth<br \/>\n\u2514\u2500\u2500 controlnet.pth<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff1a<\/li>\n<\/ol>\n<pre><code>   cd scripts\r\nbash infer.sh\r\n<\/code><\/pre>\n<ul>\n<li>\u7ed3\u679c\u5c06\u4fdd\u5b58\u5728<code>output\/<\/code>\u76ee\u5f55\u4e2d\u3002<\/li>\n<\/ul>\n<ol>\n<li>\u63a8\u7406\u8bbe\u7f6e\uff1a\n<ul>\n<li><code>--denoise_steps<\/code>\uff1a\u6bcf\u6b21\u63a8\u7406\u7684\u53bb\u566a\u6b65\u9aa4\u6570\uff0c\u63a8\u8350\u4f7f\u752820-50\u6b65\u3002<\/li>\n<li><code>--is_lineart<\/code>\uff1a\u5982\u679c\u8f93\u5165\u5df2\u7ecf\u662f\u7ebf\u7a3f\u4e14\u4e0d\u9700\u8981\u989d\u5916\u63d0\u53d6\uff0c\u5219\u5305\u542b\u6b64\u53c2\u6570\u3002<\/li>\n<li><code>--guidance_scale_ref<\/code>\uff1a\u589e\u52a0\u6b64\u53c2\u6570\u503c\u4f7f\u6a21\u578b\u66f4\u503e\u5411\u4e8e\u63a5\u53d7\u53c2\u8003\u56fe\u50cf\u7684\u6307\u5bfc\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528 MangaNinjia<\/h3>\n<p><strong>\u57fa\u7840\u4f7f\u7528\u6b65\u9aa4\uff1a<\/strong><\/p>\n<ul>\n<li>\u51c6\u5907\u7ebf\u7a3f\uff1a\n<ul>\n<li>\u786e\u4fdd\u4f60\u7684\u7ebf\u7a3f\u56fe\u7247\u4e3a\u5355\u901a\u9053\u7070\u5ea6\u56fe\u50cf\uff0c\u80cc\u666f\u503c\u4e3a 0\uff0c\u7ebf\u6761\u503c\u63a5\u8fd1 1\u3002\u5982\u679c\u7ebf\u7a3f\u662f\u4e8c\u503c\u5316\u7684\uff0c\u8bf7\u5728\u793e\u533a\u4e2d\u53cd\u9988\uff0c\u6211\u4eec\u4f1a\u8003\u8651\u8fdb\u4e00\u6b65\u4f18\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4e0a\u4f20\u53c2\u8003\u56fe\u50cf\uff1a\n<ul>\n<li>\u4e0a\u4f20\u4f60\u5e0c\u671b\u7ebf\u7a3f\u4e0a\u8272\u7684\u53c2\u8003\u56fe\u50cf\u3002\u8fd9\u4e9b\u56fe\u50cf\u5c06\u4f5c\u4e3a\u989c\u8272\u53c2\u8003\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u70b9\u63a7\u64cd\u4f5c\uff08\u53ef\u9009\uff09\uff1a\n<ul>\n<li>\u70b9\u51fb\u53c2\u8003\u56fe\u50cf\u548c\u76ee\u6807\u7ebf\u7a3f\u4e0a\u7684\u5bf9\u5e94\u70b9\u6765\u6307\u5b9a\u989c\u8272\u5339\u914d\u3002\u8fd9\u4e9b\u70b9\u5c06\u5e2e\u52a9\u7cfb\u7edf\u66f4\u7cbe\u786e\u5730\u5e94\u7528\u989c\u8272\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u751f\u6210\u56fe\u50cf\uff1a\n<ul>\n<li>\u70b9\u51fb\u201c\u751f\u6210\u201d\u6309\u94ae\uff0c\u7cfb\u7edf\u4f1a\u6839\u636e\u4f60\u7684\u8bbe\u7f6e\u548c\u70b9\u63a7\u4fe1\u606f\u5f00\u59cb\u4e0a\u8272\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>\u8be6\u7ec6\u64cd\u4f5c\u6307\u5357\uff1a<\/strong><\/p>\n<ul>\n<li>\u56fe\u50cf\u5904\u7406\uff1a\u5728\u5f00\u59cb\u524d\uff0c\u53ef\u4ee5\u70b9\u51fb\u201cProcess Images\u201d\u8c03\u6574\u56fe\u50cf\u5230 512&#215;512 \u50cf\u7d20\u5927\u5c0f\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u7684\u6700\u4f73\u6027\u80fd\u3002<\/li>\n<li>\u70b9\u63a7\u4e0a\u8272\uff1a\n<ul>\n<li>\u9009\u62e9\u201cUndo\u201d\u6309\u94ae\u6765\u64a4\u9500\u6700\u540e\u4e00\u6b21\u7684\u70b9\u63a7\u64cd\u4f5c\u3002<\/li>\n<li>\u5982\u679c\u4f60\u6709\u591a\u4e2a\u53c2\u8003\u56fe\u50cf\uff0c\u53ef\u4ee5\u901a\u8fc7\u70b9\u63a7\u6765\u9009\u62e9\u4e0d\u540c\u56fe\u50cf\u533a\u57df\u7684\u989c\u8272\u4ee5\u8fbe\u5230\u6700\u4f73\u6548\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u53c2\u6570\u8c03\u6574\uff1a\n<ul>\n<li>&#8211;denoise_steps\uff1a\u8c03\u6574\u53bb\u566a\u6b65\u9aa4\u7684\u6570\u91cf\uff0c\u63a8\u8350\u5728 20-50 \u4e4b\u95f4\u3002<\/li>\n<li>&#8211;is_lineart\uff1a\u5982\u679c\u8f93\u5165\u5df2\u7ecf\u662f\u7ebf\u7a3f\uff0c\u4e0d\u9700\u8981\u989d\u5916\u63d0\u53d6\u65f6\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570\u3002<\/li>\n<li>&#8211;guidance_scale_ref\uff1a\u589e\u52a0\u6b64\u503c\uff0c\u4f7f\u6a21\u578b\u66f4\u503e\u5411\u4e8e\u9075\u5faa\u53c2\u8003\u56fe\u50cf\u7684\u6307\u5bfc\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u751f\u6210\u7ed3\u679c\uff1a\n<ul>\n<li>\u751f\u6210\u7684\u4e0a\u8272\u7ed3\u679c\u5c06\u4fdd\u5b58\u5728\u00a0output\/\u00a0\u76ee\u5f55\u4e0b\u3002\u68c0\u67e5\u7ed3\u679c\u65f6\uff0c\u6ce8\u610f\u56fe\u50cf\u7684\u7ec6\u8282\u548c\u8272\u5f69\u662f\u5426\u7b26\u5408\u9884\u671f\uff0c\u5fc5\u8981\u65f6\u8c03\u6574\u53c2\u6570\u91cd\u65b0\u751f\u6210\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>MangaNinjia \u4e00\u952e\u5b89\u88c5\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>MangaNinjia \u662f\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u89c6\u89c9\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08Ali-Vilab\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u7ebf\u7a3f\u4e0a\u8272\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002\u8fd9\u4e00\u5de5\u5177\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5bf9\u53c2\u8003\u56fe\u50cf\u7684\u7cbe\u786e\u8272\u5f69\u5339\u914d\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6f2b\u753b\u521b\u4f5c\u4e2d\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002MangaNinjia 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