{"id":6776,"date":"2024-09-30T05:39:34","date_gmt":"2024-09-29T21:39:34","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6776"},"modified":"2025-05-21T15:45:38","modified_gmt":"2025-05-21T07:45:38","slug":"dct-netzhaopianheai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/dct-netzhaopianheai\/","title":{"rendered":"DCT-Net"},"content":{"rendered":"<p>DCT-Net \u662f\u4e00\u4e2a\u7531 DAMO \u5b66\u9662\u548c\u5317\u4eac\u5927\u5b66\u738b\u9009\u8ba1\u7b97\u673a\u6280\u672f\u7814\u7a76\u6240\u5171\u540c\u5f00\u53d1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u5b9e\u73b0\u56fe\u50cf\u7684\u52a8\u6f2b\u98ce\u683c\u5316\u8f6c\u6362\u3002\u8be5\u9879\u76ee\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u901a\u8fc7\u57df\u6821\u51c6\u7ffb\u8bd1\uff08Domain-Calibrated Translation\uff09\u7684\u65b9\u6cd5\uff0c\u5c06\u81ea\u7136\u7167\u7247\u65e0\u7f1d\u8f6c\u6362\u4e3a\u5404\u79cd\u827a\u672f\u98ce\u683c\uff0c\u5982\u52a8\u753b\u30013D\u3001\u624b\u7ed8\u3001\u7d20\u63cf\u7b49\u3002DCT-Net \u63d0\u4f9b\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5e76\u652f\u6301\u81ea\u5b9a\u4e49\u98ce\u683c\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u9002\u7528\u4e8e\u4e2a\u4eba\u5a31\u4e50\u3001\u521b\u610f\u8bbe\u8ba1\u4ee5\u53ca\u7535\u5f71\u548c\u6e38\u620f\u884c\u4e1a\u3002<\/p>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6777\" title=\"DCT-Net\uff1a\u7167\u7247\u548c\u89c6\u9891\u8f6c\u7ed8\u4e3a\u52a8\u6f2b\u98ce\u683c\u5316\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/0a8c1d47a6ca797.jpg\" alt=\"DCT-Net\uff1a\u7167\u7247\u548c\u89c6\u9891\u8f6c\u7ed8\u4e3a\u52a8\u6f2b\u98ce\u683c\u5316\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"1513\" height=\"677\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/0a8c1d47a6ca797.jpg 1513w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/0a8c1d47a6ca797-300x134.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/0a8c1d47a6ca797-1024x458.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/0a8c1d47a6ca797-768x344.jpg 768w\" sizes=\"auto, (max-width: 1513px) 100vw, 1513px\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u63d0\u4f9b\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u6db5\u76d6\u5e7f\u6cdb\u7684\u827a\u672f\u98ce\u683c<\/li>\n<li>\u652f\u6301\u81ea\u5b9a\u4e49\u98ce\u683c\u6570\u636e\u7684\u8bad\u7ec3<\/li>\n<li>\u5728\u7ebf\u8bd5\u7528\uff0c\u65e0\u9700\u672c\u5730\u73af\u5883\u914d\u7f6e<\/li>\n<li>\u9ad8\u6548\u6027\u80fd\uff0c\u652f\u6301 CPU \u548c GPU \u73af\u5883<\/li>\n<li>\u9002\u7528\u4e8e\u56fe\u7247\u548c\u89c6\u9891\u7684\u98ce\u683c\u8f6c\u6362<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n<ol>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u9996\u5148\u9700\u8981\u5b89\u88c5 <code>modelscope<\/code> \u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a\n<pre><code class=\"language-bash\">pip install <span class=\"hljs-string\">\"modelscope[cv]\"<\/span> -f https:\/\/modelscope.oss-cn-beijing.aliyuncs.com\/releases\/repo.html\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/strong>\uff1a\u5728\u7b2c\u4e00\u6b21\u8fd0\u884c\u4ee3\u7801\u65f6\uff0c\u6a21\u578b\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6587\u4ef6\u3002<\/li>\n<\/ol>\n<h3>\u56fe\u7247\u98ce\u683c\u8f6c\u6362<\/h3>\n<ol>\n<li><strong>\u5b9a\u4e49\u6a21\u578b<\/strong>\uff1a\u5b9a\u4e49 DCT-Net \u6a21\u578b\u8f6c\u6362\u4eba\u8138\u98ce\u683c\u7684\u4e94\u79cd\u7c7b\u578b\uff1a\n<pre><code class=\"language-python\">model_dict = {\r\n    <span class=\"hljs-string\">\"anime\"<\/span>: <span class=\"hljs-string\">\"damo\/cv_unet_person-image-cartoon_compound-models\"<\/span>,\r\n    <span class=\"hljs-string\">\"3d\"<\/span>: <span class=\"hljs-string\">\"damo\/cv_unet_person-image-cartoon-3d_compound-models\"<\/span>,\r\n    <span class=\"hljs-string\">\"handdrawn\"<\/span>: <span class=\"hljs-string\">\"damo\/cv_unet_person-image-cartoon-handdrawn_compound-models\"<\/span>,\r\n    <span class=\"hljs-string\">\"sketch\"<\/span>: <span class=\"hljs-string\">\"damo\/cv_unet_person-image-cartoon-sketch_compound-models\"<\/span>,\r\n    <span class=\"hljs-string\">\"art\"<\/span>: <span class=\"hljs-string\">\"damo\/cv_unet_person-image-cartoon-artstyle_compound-models\"<\/span>\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u52a0\u8f7d\u56fe\u7247\u5e76\u8fdb\u884c\u8f6c\u6362<\/strong>\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">import<\/span> os\r\n<span class=\"hljs-keyword\">import<\/span> cv2\r\n<span class=\"hljs-keyword\">from<\/span> IPython.display <span class=\"hljs-keyword\">import<\/span> Image, display, clear_output\r\n<span class=\"hljs-keyword\">from<\/span> modelscope.pipelines <span class=\"hljs-keyword\">import<\/span> pipeline\r\n<span class=\"hljs-keyword\">from<\/span> modelscope.utils.constant <span class=\"hljs-keyword\">import<\/span> Tasks\r\n<span class=\"hljs-keyword\">from<\/span> modelscope.outputs <span class=\"hljs-keyword\">import<\/span> OutputKeys\r\n\r\nstyle = <span class=\"hljs-string\">\"anime\"<\/span>  <span class=\"hljs-comment\"># \u53ef\u9009 \"anime\", \"3d\", \"handdrawn\", \"sketch\", \"art\"<\/span>\r\nfilename = <span class=\"hljs-string\">\"4.jpg\"<\/span>\r\nimg_path = <span class=\"hljs-string\">'picture\/'<\/span> + filename\r\n\r\nimg_anime = pipeline(Tasks.image_portrait_stylization, model=model_dict[<span class=\"hljs-string\">\"anime\"<\/span>])\r\nresult = img_anime(img_path)\r\n\r\nsave_name = <span class=\"hljs-string\">'picture\/images\/'<\/span> + os.path.splitext(filename)[<span class=\"hljs-number\">0<\/span>] + <span class=\"hljs-string\">'_'<\/span> + style + <span class=\"hljs-string\">'.jpg'<\/span>\r\ncv2.imwrite(save_name, result[OutputKeys.OUTPUT_IMG])\r\nclear_output()\r\ndisplay(Image(save_name))\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u89c6\u9891\u98ce\u683c\u8f6c\u6362<\/h3>\n<ol>\n<li><strong>\u63d0\u53d6\u89c6\u9891\u5e27<\/strong>\uff1a\n<pre><code class=\"language-python\">video = <span class=\"hljs-string\">'sample_video.mp4'<\/span>\r\nvideo_file = <span class=\"hljs-string\">'movie\/'<\/span> + video\r\nimage_dir = <span class=\"hljs-string\">'movie\/images\/'<\/span>\r\n\r\nvc = cv2.VideoCapture(video_file)\r\ni = <span class=\"hljs-number\">0<\/span>\r\n<span class=\"hljs-keyword\">if<\/span> vc.isOpened():\r\n    rval, frame = vc.read()\r\n    <span class=\"hljs-keyword\">while<\/span> rval:\r\n        cv2.imwrite(image_dir + <span class=\"hljs-built_in\">str<\/span>(i) + <span class=\"hljs-string\">'.jpg'<\/span>, frame)\r\n        i += <span class=\"hljs-number\">1<\/span>\r\n        rval, frame = vc.read()\r\nvc.release()\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8f6c\u6362\u89c6\u9891\u5e27<\/strong>\uff1a\u4f7f\u7528\u4e0e\u56fe\u7247\u8f6c\u6362\u76f8\u540c\u7684\u65b9\u6cd5\u5bf9\u6bcf\u4e00\u5e27\u8fdb\u884c\u98ce\u683c\u8f6c\u6362\uff0c\u7136\u540e\u5c06\u8f6c\u6362\u540e\u7684\u5e27\u5408\u5e76\u4e3a\u89c6\u9891\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e00\u952e\u5b89\u88c5\u5305\u4e0b\u8f7d<\/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>DCT-Net \u662f\u4e00\u4e2a\u7531 DAMO \u5b66\u9662\u548c\u5317\u4eac\u5927\u5b66\u738b\u9009\u8ba1\u7b97\u673a\u6280\u672f\u7814\u7a76\u6240\u5171\u540c\u5f00\u53d1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u5b9e\u73b0\u56fe\u50cf\u7684\u52a8\u6f2b\u98ce\u683c\u5316\u8f6c\u6362\u3002\u8be5\u9879\u76ee\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u901a\u8fc7\u57df\u6821\u51c6\u7ffb\u8bd1\uff08Domain-Calibrated Translation\uff09\u7684\u65b9\u6cd5\uff0c\u5c06\u81ea\u7136\u7167\u7247\u65e0&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61037,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[410,432,430],"tags":[229,230,250],"class_list":["post-6776","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-art","category-video-style","category-image-style","tag-aituxiangfenggekongzhi","tag-aikaiyuanxiangmu","tag-aishipinzhuanhuanfengge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/6776","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=6776"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/6776\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61037"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=6776"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=6776"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=6776"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}