{"id":15654,"date":"2024-12-15T21:00:01","date_gmt":"2024-12-15T13:00:01","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15654"},"modified":"2024-12-15T21:00:01","modified_gmt":"2024-12-15T13:00:01","slug":"draggan","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/draggan\/","title":{"rendered":"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e"},"content":{"rendered":"<p>DragGAN\u662f\u4e00\u4e2a\u57fa\u4e8e\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u7684\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\u3002\u8be5\u9879\u76ee\u7531Xingang Pan\u7b49\u4eba\u57282023\u5e74SIGGRAPH\u4f1a\u8bae\u4e0a\u53d1\u5e03\uff0c\u65e8\u5728\u901a\u8fc7\u7b80\u5355\u7684\u70b9\u9009\u548c\u62d6\u62fd\u64cd\u4f5c\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u76f4\u89c2\u5730\u64cd\u63a7\u56fe\u50cf\u4e2d\u7684\u7ec6\u8282\u3002DragGAN\u7ed3\u5408\u4e86StyleGAN3\u548cStyleGAN-Human\u6a21\u578b\u7684\u5f3a\u5927\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u8c03\u6574\u56fe\u50cf\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5982\u6539\u53d8\u7269\u4f53\u7684\u5c3a\u5bf8\u3001\u4fee\u6539\u9762\u90e8\u8868\u60c5\uff0c\u751a\u81f3\u65cb\u8f6c\u56fe\u50cf\u4ee5\u6a21\u62df3D\u6548\u679c\u3002\u8be5\u5de5\u5177\u4e0d\u4ec5\u9002\u7528\u4e8e\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\uff0c\u4e5f\u4e3a\u666e\u901a\u7528\u6237\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u7f16\u8f91\u80fd\u529b\u3002<\/p>\n<dl>\n<dt>\n<p><div style=\"width: 911px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"\" title=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/69b8803bc6939f1.png\" alt=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-1\" width=\"901\" height=\"597\" \/><p class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/huggingface.co\/spaces\/DragGan\/DragGan<\/p><\/div><\/dt>\n<\/dl>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" title=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u3001\u62d6\u62fd\u64cd\u63a7\u56fe\u50cf\u4f4d\u7f6e-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/723f24999b96c6a.png\" alt=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u3001\u62d6\u62fd\u64cd\u63a7\u56fe\u50cf\u4f4d\u7f6e-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u70b9\u9009\u62d6\u62fd\u7f16\u8f91<\/strong>\uff1a\u901a\u8fc7\u7b80\u5355\u7684\u70b9\u9009\u548c\u62d6\u62fd\u64cd\u4f5c\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u89c2\u5730\u64cd\u63a7\u56fe\u50cf\u4e2d\u7684\u7ec6\u8282\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u652f\u6301StyleGAN3\u548cStyleGAN-Human\u7b49\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u63d0\u4f9b\u591a\u6837\u5316\u7684\u56fe\u50cf\u751f\u6210\u6548\u679c\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u9884\u89c8<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u5b9e\u65f6\u9884\u89c8\u7f16\u8f91\u6548\u679c\uff0c\u786e\u4fdd\u6bcf\u4e00\u6b65\u64cd\u4f5c\u90fd\u7b26\u5408\u9884\u671f\u3002<\/li>\n<li><strong>\u9ad8\u5206\u8fa8\u7387\u8f93\u51fa<\/strong>\uff1a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u7684\u56fe\u50cf\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u573a\u666f\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u517c\u5bb9<\/strong>\uff1a\u652f\u6301Windows\u3001MacOS\u548cLinux\u7cfb\u7edf\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u4e0d\u540c\u5e73\u53f0\u4e0a\u4f7f\u7528\u8be5\u5de5\u5177\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>\u73af\u5883\u914d\u7f6e<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5CUDA\uff08\u5982\u679c\u4f7f\u7528NVIDIA GPU\uff09\u3002<\/li>\n<li>\u5b89\u88c5Anaconda\u6216Miniconda\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u9879\u76ee<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/XingangPan\/DragGAN.git\r\ncd DragGAN\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   conda env create -f environment.yml\r\nconda activate stylegan3\r\n<\/code><\/pre>\n<ol start=\"4\">\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=\"5\">\n<li><strong>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python scripts\/download_model.py\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u8fd0\u884cGradio\u53ef\u89c6\u5316\u5de5\u5177<\/strong>\uff1a\n<ul>\n<li>\u5728Docker\u4e2d\u8fd0\u884c\uff1a <code>bash<br \/>\ndocker build . -t draggan:latest<br \/>\ndocker run -p 7860:7860 -v \"$PWD\":\/workspace\/src -it draggan:latest bash<br \/>\ncd src &amp;&amp; python visualizer_drag_gradio.py --listen<br \/>\n<\/code><\/li>\n<li>\u76f4\u63a5\u8fd0\u884c\uff1a <code>bash<br \/>\npython visualizer_drag_gradio.py --listen<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8GUI<\/strong>\uff1a\n<ul>\n<li>\u5728Linux\u6216MacOS\u4e0a\u8fd0\u884c\uff1a <code>bash<br \/>\nsh scripts\/gui.sh<br \/>\n<\/code><\/li>\n<li>\u5728Windows\u4e0a\u8fd0\u884c\uff1a <code>bash<br \/>\n.\\scripts\\gui.bat<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7f16\u8f91\u56fe\u50cf<\/strong>\uff1a\n<ul>\n<li>\u6253\u5f00GUI\u540e\uff0c\u9009\u62e9\u8981\u7f16\u8f91\u7684\u56fe\u50cf\u3002<\/li>\n<li>\u4f7f\u7528\u9f20\u6807\u70b9\u51fb\u56fe\u50cf\u4e0a\u7684\u5173\u952e\u70b9\uff0c\u5e76\u62d6\u62fd\u5230\u76ee\u6807\u4f4d\u7f6e\u3002<\/li>\n<li>\u5b9e\u65f6\u9884\u89c8\u7f16\u8f91\u6548\u679c\uff0c\u6ee1\u610f\u540e\u4fdd\u5b58\u56fe\u50cf\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u70b9\u9009\u62d6\u62fd<\/strong>\uff1a\u5728\u56fe\u50cf\u4e0a\u70b9\u51fb\u9700\u8981\u8c03\u6574\u7684\u70b9\uff0c\u62d6\u52a8\u5230\u76ee\u6807\u4f4d\u7f6e\uff0c\u5b9e\u65f6\u67e5\u770b\u53d8\u5316\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u5207\u6362<\/strong>\uff1a\u5728\u8bbe\u7f6e\u4e2d\u9009\u62e9\u4e0d\u540c\u7684\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u751f\u6210\u4e0d\u540c\u98ce\u683c\u7684\u56fe\u50cf\u3002<\/li>\n<li><strong>\u9ad8\u5206\u8fa8\u7387\u8f93\u51fa<\/strong>\uff1a\u5728\u4fdd\u5b58\u56fe\u50cf\u65f6\u9009\u62e9\u9ad8\u5206\u8fa8\u7387\u9009\u9879\uff0c\u786e\u4fdd\u8f93\u51fa\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>DragGAN AI \u7279\u70b9\uff1a<\/h2>\n<h3>1. \u62d6\u52a8\u4ee5\u5b9e\u73b0\u7cbe\u786e\u63a7\u5236<\/h3>\n<p><strong>DragGAN AI<\/strong>\u7684\u4e00\u5927\u7a81\u51fa\u7279\u70b9\u00a0\u00a0\u662f\u5b83\u80fd\u591f\u4e3a\u7528\u6237\u63d0\u4f9b\u5bf9\u56fe\u50cf\u5904\u7406\u7684\u7cbe\u7ec6\u63a7\u5236\u3002\u53ea\u9700\u62d6\u52a8\u7279\u5b9a\u70b9\uff0c\u7528\u6237\u5c31\u53ef\u4ee5\u5728\u7167\u7247\u4e2d\u5b9e\u73b0\u7cbe\u786e\u800c\u51c6\u786e\u7684\u626d\u66f2\u3002<\/p>\n<p>\u8fd9\u4f7f\u5f97\u00a0<strong>DragGAN AI<\/strong>\u00a0\u6709\u522b\u4e8e\u4f20\u7edf\u7684\u56fe\u50cf\u7f16\u8f91\u65b9\u6cd5\uff0c\u540e\u8005\u901a\u5e38\u9700\u8981\u7528\u6237\u8fdb\u884c\u91cd\u5927\u4e14\u6709\u65f6\u4e0d\u51c6\u786e\u7684\u4fee\u6539\u624d\u80fd\u8fbe\u5230\u9884\u671f\u7684\u6548\u679c\u3002<\/p>\n<p><img decoding=\"async\" title=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f4fee435901ce14.png\" alt=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-1\" \/> <img decoding=\"async\" title=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/6c97fb6b50ff279.png\" alt=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-2\" \/> <img decoding=\"async\" title=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/0c0a3ba49a475f4.png\" alt=\"DragGAN\uff1a\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\uff0c\u70b9\u9009\u548c\u62d6\u62fd\u63a7\u5236\u56fe\u50cf\u4f4d\u7f6e-3\" \/><\/p>\n<h3>2. \u7075\u6d3b\u6027\u4e0e\u521b\u9020\u6027<\/h3>\n<p><strong>DragGAN AI\u00a0<\/strong>\u662f\u4e00\u6b3e\u5e2e\u52a9\u4eba\u4eec\u4ee5\u591a\u79cd\u4e0d\u540c\u65b9\u5f0f\u66f4\u6539\u56fe\u7247\u7684\u5de5\u5177\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u80fd\u591f\u521b\u4f5c\u51fa\u81ea\u5df1\u9177\u70ab\u800c\u5bcc\u6709\u521b\u610f\u7684\u827a\u672f\u4f5c\u54c1\u3002\u60a8\u53ef\u4ee5\u6539\u53d8\u4e8b\u7269\u7684\u5916\u89c2\u3001\u611f\u89c9\u4ee5\u53ca\u5b83\u4eec\u5728\u56fe\u7247\u4e2d\u7684\u4f4d\u7f6e\u3002\u60a8\u53ef\u4ee5\u8fdb\u884c\u5927\u5927\u5c0f\u5c0f\u7684\u66f4\u6539\uff0c\u5236\u4f5c\u51fa\u975e\u5e38\u7279\u522b\u3001\u72ec\u4e00\u65e0\u4e8c\u7684\u4ee4\u4eba\u60ca\u53f9\u7684\u56fe\u7247\u3002<\/p>\n<h3>3. \u8f7b\u677e\u5b9e\u73b0\u9ad8\u6548\u7f16\u8f91<\/h3>\n<p>DragGan AI \u662f\u4e00\u6b3e\u5e2e\u52a9\u4eba\u4eec\u5feb\u901f\u8f7b\u677e\u5730\u7f16\u8f91\u56fe\u7247\u7684\u5de5\u5177\u3002\u5b83\u8fd0\u884c\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u53ea\u9700\u51e0\u79d2\u949f\u5c31\u80fd\u663e\u793a\u60a8\u6240\u505a\u7684\u66f4\u6539\u3002\u8fd9\u5f88\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u8282\u7701\u65f6\u95f4\u5e76\u4f7f\u4e8b\u60c5\u8fdb\u5c55\u5f97\u66f4\u987a\u5229\u3002<\/p>\n<h3>4. \u5373\u4f7f\u5728\u5177\u6709\u6311\u6218\u6027\u7684\u60c5\u51b5\u4e0b\u4e5f\u80fd\u83b7\u5f97\u51c6\u786e\u7684\u7ed3\u679c<\/h3>\n<p><strong>DragGAN AI\u00a0<\/strong>\u5728\u8fd9\u65b9\u9762\u975e\u5e38\u64c5\u957f\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u505a\u51fa\u4e0e\u539f\u59cb\u56fe\u7247\u4e00\u6837\u7684\u66f4\u6539\uff0c\u5373\u4f7f\u5f88\u96be\u770b\u6e05\u6216\u770b\u8d77\u6765\u4e0d\u4e00\u6837\u3002\u8fd9\u786e\u4fdd\u4e86\u5b8c\u6210\u540e\u7684\u56fe\u7247\u770b\u8d77\u6765\u975e\u5e38\u6f02\u4eae\uff0c\u4e0d\u4f1a\u663e\u5f97\u5947\u602a\u3002<\/p>\n<h3>5. \u91ca\u653e DragGAN AI \u7684\u6f5c\u529b<\/h3>\n<p><strong>DragGAN AI<\/strong>\u00a0\u662f\u4e00\u6b3e\u975e\u5e38\u6709\u7528\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u60a8\u8ba9\u56fe\u7247\u770b\u8d77\u6765\u66f4\u6f02\u4eae\uff01\u5b83\u53ef\u4ee5\u8ba9\u60a8\u5bf9\u56fe\u7247\u8fdb\u884c\u975e\u5e38\u5c0f\u7684\u66f4\u6539\uff0c\u5e76\u63d0\u4f9b\u4e86\u5f88\u591a\u4e0d\u540c\u7684\u66f4\u6539\u65b9\u6cd5\u3002<\/p>\n<p>\u4f7f\u7528\u00a0<strong>DragGAN AI<\/strong>\u00a0\u53ef\u4ee5\u66f4\u8f7b\u677e\u5730\u7f16\u8f91\u60a8\u7684\u56fe\u7247\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u771f\u6b63\u53d1\u6325\u521b\u610f\uff0c\u8ba9\u5b83\u4eec\u770b\u8d77\u6765\u50cf\u60a8\u60f3\u8981\u7684\u6837\u5b50\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DragGAN\u662f\u4e00\u4e2a\u57fa\u4e8e\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u7684\u4ea4\u4e92\u5f0f\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\u3002\u8be5\u9879\u76ee\u7531Xingang 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