{"id":17647,"date":"2024-07-10T23:44:08","date_gmt":"2024-07-10T15:44:08","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=17647"},"modified":"2025-03-14T12:34:46","modified_gmt":"2025-03-14T04:34:46","slug":"2269","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2269.html","title":{"rendered":"Paints-UNDO\uff1aAI \u6a21\u64ec\u4eba\u985e\u7e6a\u5716\u884c\u70ba\uff0c\u8b93\u672a\u4f86\u7684 AI \u80fd\u66f4\u6eff\u8db3\u4eba\u985e\u85dd\u8853\u5bb6\u7684\u9700\u6c42"},"content":{"rendered":"<p><a href=\"https:\/\/github.com\/lllyasviel\/Paints-UNDO\" target=\"_blank\" rel=\"noopener\"><strong>Paints-Undo<\/strong><\/a> \u7531 ControlNet \u4f5c\u8005 <a href=\"https:\/\/github.com\/lllyasviel\" target=\"_blank\" rel=\"noopener\">lllyasviel<\/a> \u70ba\u4e3b\u958b\u767c\uff0c\u662f\u4e00\u500b\u65e8\u5728\u63d0\u4f9b\u4eba\u985e\u7e6a\u5716\u884c\u70ba\u57fa\u790e\u6a21\u578b\u7684\u5c08\u6848\uff0c\u5e0c\u671b\u672a\u4f86\u7684 AI \u6a21\u578b\u80fd\u66f4\u597d\u5730\u6eff\u8db3\u4eba\u985e\u85dd\u8853\u5bb6\u7684\u5be6\u969b\u9700\u6c42\u3002\u300cPaints-Undo\u300d\u9019\u500b\u540d\u7a31\u7684\u9748\u611f\u4f86\u81ea\u6578\u4f4d\u7e6a\u5716\u8edf\u9ad4\u4e2d\u7684\u300c\u64a4\u92b7\u300d\u6309\u9215\uff08\u901a\u5e38\u662f Ctrl+Z\uff09\uff0c\u56e0\u70ba\u8a72\u6a21\u578b\u7684\u8f38\u51fa\u770b\u8d77\u4f86\u5c31\u50cf\u5728\u6309\u4e0b\u591a\u6b21\u300c\u64a4\u92b7\u300d\u6309\u9215\u3002Paints-Undo \u7cfb\u5217\u6a21\u578b\u80fd\u5920\u63a5\u6536\u4e00\u5f35\u5716\u7247\u4f5c\u70ba\u8f38\u5165\uff0c\u7136\u5f8c\u8f38\u51fa\u8a72\u5716\u7247\u7684\u7e6a\u756b\u904e\u7a0b\u5e8f\u5217\u3002\u9019\u4e9b\u6a21\u578b\u6a21\u64ec\u5404\u7a2e\u4eba\u985e\u7e6a\u5716\u884c\u70ba\uff0c\u5305\u542b\u4f46\u4e0d\u9650\u65bc\u7d20\u63cf\u3001\u52fe\u7dda\u3001\u4e0a\u8272\u3001\u9670\u5f71\u8655\u7406\u3001\u5716\u5c64\u8f49\u63db\u3001\u5de6\u53f3\u7ffb\u8f49\u3001\u8abf\u6574\u8272\u5f69\u66f2\u7dda\u3001\u6539\u8b8a\u5716\u5c64\u53ef\u898b\u6027\uff0c\u751a\u81f3\u6539\u8b8a\u7e6a\u756b\u904e\u7a0b\u4e2d\u7684\u6574\u9ad4\u69cb\u601d\u3002\u6839\u64da\u5c08\u6848\u9801\u9762\u4e0a\u7684\u8cc7\u8a0a\uff0c\u8a72\u5c08\u6848\u5728 NVIDIA 4090 \u548c 3090TI \u4e0a\u6e2c\u8a66\u904e\uff0c\u5177\u6709 24GB VRAM \u7684\u986f\u5361\u3002\u7406\u8ad6\u4e0a\uff0c\u7d93\u904e\u6975\u9650\u512a\u5316\uff08\u5305\u542b\u6b0a\u91cd\u5378\u8f09\u548c\u5207\u7247\u6ce8\u610f\u529b\uff09\uff0c\u6700\u4f4e VRAM \u9700\u6c42\u7d04\u70ba 10~12.5 GB\u3002Paints-Undo \u7684\u6a21\u578b\u67b6\u69cb\u57fa\u65bc SD1.5\uff0c\u7d93\u904e\u7279\u5b9a\u8abf\u5ea6\u5668\u548c\u64cd\u4f5c\u6b65\u9a5f\u689d\u4ef6\u7684\u4fee\u6539\u548c\u8a13\u7df4\u3002\u6a21\u578b\u4e3b\u8981\u7528\u65bc\u8655\u7406\u73fe\u6709\u5716\u50cf\uff0c\u4e26\u8207 WD14 \u6a19\u7c64\u5668\u56b4\u683c\u5c0d\u9f4a\uff0c\u4ee5\u78ba\u4fdd\u8f38\u5165\u5716\u50cf\u751f\u6210\u7684\u63d0\u793a\u662f\u6e96\u78ba\u7684\u3002\u4f7f\u7528\u8005\u53ef\u4ee5\u81ea\u7531\u4f7f\u7528\u6b64\u5de5\u5177\u5275\u4f5c\u5167\u5bb9\uff0c\u4f46\u9700\u9075\u5b88\u7576\u5730\u6cd5\u5f8b\uff0c\u4e26\u8ca0\u8cac\u4efb\u5730\u4f7f\u7528\u8a72\u5de5\u5177\uff0c\u4e0d\u5f97\u7528\u65bc\u751f\u6210\u865b\u5047\u8a0a\u606f\u6216\u717d\u52d5\u5c0d\u7acb\u3002\u958b\u767c\u8005\u6709\u63d0\u4f9b<a href=\"https:\/\/lllyasviel.github.io\/pages\/paints_undo\/\" target=\"_blank\" rel=\"noopener\">\u7bc4\u4f8b\u9801\u9762<\/a>\u53ef\u4f9b\u53c3\u8003\u3002<\/p>\n<blockquote><p>\ud83d\udd17GitHub\uff1a<a href=\"https:\/\/github.com\/lllyasviel\/Paints-UNDO\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/lllyasviel\/Paints-UNDO<\/a><\/p><\/blockquote>\n<p>\u9019\u500b\u5c08\u6848\u4e00\u6a23\u662f\u4f7f\u7528 Gradio \u4ecb\u9762\uff0c\u4f46\u5f9e\u5b89\u88dd\u4f46\u555f\u52d5\u90fd\u9700\u8981\u4e00\u5b9a\u7684\u8edf\u9ad4\u958b\u767c\u80cc\u666f\u624d\u80fd\u9806\u5229\uff0c\u9019\u908a\u76e1\u91cf\u4e00\u6b65\u6b65\u6559\u5927\u5bb6\u5b89\u88dd\u4f7f\u7528\uff0c\u4e14\u6700\u4f4e\u7a0b\u5ea6\u5f71\u97ff\u96fb\u8166\u672c\u4f86\u7684\u8edf\u9ad4\u904b\u4f5c\u7b49\uff0c\u9996\u5148\u8acb\u5927\u5bb6\u5148\u5b89\u88dd\u597d <a href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\" rel=\"noopener\">Python 3.10<\/a> \u8207 <a href=\"https:\/\/git-scm.com\/\" target=\"_blank\" rel=\"noopener\">Git<\/a>\uff0c\u63a5\u8457\u5c31\u958b\u59cb\u4f7f\u7528\u547d\u4ee4\u63d0\u793a\u5b57\u5143\uff08\u7d42\u7aef\u6a5f\uff09\u6253\u6307\u4ee4\u5427\uff01<\/p><div class=\"3a456c955cc9861673f62d33beb7714e\" data-index=\"2\" style=\"float: none; margin:0px;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2683739050533486\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-2683739050533486\"\r\n     data-ad-slot=\"3270345536\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-1.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u8acb\u5230\u559c\u6b61\u7684\u8def\u5f91\uff08\u5982: C:\uff09\u4e0b\u6307\u4ee4 <code>git clone https:\/\/github.com\/lllyasviel\/Paints-UNDO.git<\/code>\uff0c\u63a5\u8457 <code>cd Paints-UNDO<\/code> \u9032\u5165\u5c08\u6848\u76ee\u9304\uff0c\u63a5\u8457\u8f38\u5165 <code>python -m venv paints_undo_env<\/code> \u4ee5\u5efa\u7acb Python \u865b\u64ec\u74b0\u5883\uff0c\u6700\u5f8c\u4e0b <code>paints_undo_env\\Scripts\\activate<\/code> \u555f\u52d5\u865b\u64ec\u74b0\u5883\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6210\u529f\u9032\u5165\u74b0\u5883\u5f8c\u958b\u59cb\u5b89\u88dd\u5957\u4ef6\uff0c\u5148\u4e0b <code>pip install xformers<\/code>\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u518d\u4e0b <code>pip install -r requirements.txt<\/code>\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-4.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u63a5\u4e0b\u4f86\u53ef\u4ee5\u53e6\u958b\u4e00\u500b\u547d\u4ee4\u63d0\u793a\u5b57\u5143\u8f38\u5165 <code>nvcc --version<\/code> \u78ba\u8a8d NVIDIA \u986f\u793a\u5361 CUDA \u9a45\u52d5\u7a0b\u5f0f\u7684\u7248\u672c\uff0c\u518d\u56de\u5230\u539f\u4f86\u7684\u547d\u4ee4\u63d0\u793a\u5b57\u5143\u8f38\u5165 <code>pip install torch torchvision torchaudio --index-url https:\/\/download.pytorch.org\/whl\/cu121<\/code>\uff0c\u9019\u908a\u7684\u300c121\u300d\u5373\u5c0d\u61c9 CUDA \u7248\u672c 12.1\uff0c\u9019\u6a23\u5c31\u80fd\u641e\u5b9a GPU \u7248\u7684 PyTorch \u5b89\u88dd\u5566\uff01\u9019\u4e9b\u90fd\u662f\u88dd\u5728\u865b\u64ec\u74b0\u5883\u4e2d\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-5.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u9996\u6b21\u57f7\u884c <code>python gradio_app.py<\/code> \u6703\u4e0b\u8f09\u4e00\u4e9b\u914d\u7f6e\u6a94\u6848\u8ddf\u6a21\u578b\u6a94\u6848\uff0c\u8981\u7a0d\u5fae\u7b49\u4e00\u4e0b\u3002\u5982\u679c\u9019\u908a\u9047\u5230\u932f\u8aa4\u505c\u6b62\uff0c\u8acb\u518d\u6b21\u57f7\u884c\u4e0a\u8ff0\u6307\u4ee4\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-6.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6700\u5f8c\u770b\u5230\u4e00\u4e32 <code>http:\/\/0.0.0.0:7860<\/code> \u4ee3\u8868\u6210\u529f\u555f\u52d5\uff0c\u76f4\u63a5\u5230\u700f\u89bd\u5668\u8f38\u5165 <code>http:\/\/127.0.0.1:7860\/<\/code> \u9032\u5165 Gradio \u4ecb\u9762\uff01<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-7.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4f7f\u7528\u65b9\u5f0f\u5f88\u7c21\u55ae\uff0c\u6b65\u9a5f\u4e00\u5148\u4e0a\u50b3\u8981\u8655\u7406\u7684\u5716\u6a94\uff0c\u63a5\u8457\u9ede\u9078\u300cGenerate Prompt\u300d\u751f\u6210\u63d0\u793a\u8a5e\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-8.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6b65\u9a5f\u4e8c\uff0c\u6ce8\u610f\u5716\u7247\u5bec\u9ad8\uff0c\u5176\u4ed6\u53c3\u6578\u90fd\u9810\u8a2d\u5c31\u597d\uff0c\u63a5\u8457\u9ede\u300cGenerate Key Frames\u300d\u751f\u6210\u95dc\u9375\u5e40\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-9.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6b65\u9a5f\u4e09\uff0c\u53c3\u6578\u57fa\u672c\u4e0a\u9810\u8a2d\u5c31\u597d\uff0c\u4e5f\u80fd\u4f9d\u7167\u559c\u597d\u8abf\u6574\uff0c\u5982 FPS \u662f\u6bcf\u79d2\u5e40\u6578\uff0c\u9ede\u300cGenerate Video\u300d\u751f\u6210\u5f71\u7247\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2024\/2269-10.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5f71\u7247\u751f\u6210\u5b8c\u6210\u5f8c\u4e0b\u65b9\u6703\u986f\u793a\u5f71\u7247\u7684\u6bcf\u4e00\u5e40\u756b\u9762\uff0c\u5c31\u662f\u6a21\u64ec\u4eba\u985e\u7e6a\u5716\u7684\u904e\u7a0b\u3002<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/m1WjC2QE_wY\" width=\"1024\" height=\"576\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><br \/>\n\u25b2 \u5f71\u7247\u6b23\u8cde<strong>\u300a20240710 AI \u4e00\u7b46\u4e00\u756b\u7e6a\u88fd\u51fa\u5fc3\u97f3\u6de1\u96ea\u300b<\/strong><\/p>\n<p>\u95dc\u9589\u7a0b\u5f0f\u7684\u65b9\u5f0f\u5c31\u662f\u5230\u525b\u525b\u7684\u547d\u4ee4\u63d0\u793a\u5b57\u5143\u6309\u9375\u76e4 Ctrl + C \u5373\u53ef\u3002<\/p>\n<h1><span style=\"color: #000080;\">\u9644\u9304\uff1a\u5efa\u7acb run_paints_undo.bat \u5feb\u901f\u555f\u52d5\u5b89\u88dd\u597d\u7684\u5c08\u6848\uff01<\/span><\/h1>\n<p>\u8acb\u5148\u9032\u5165\u5c08\u6848\u76ee\u9304\uff0c\u65b0\u589e\u4e00\u500b run_paints_undo.bat\uff0c\u4e26\u5728\u88e1\u9762\u5b58\u5165\u4ee5\u4e0b\u6307\u4ee4\uff1a<\/p>\n<pre class=\"line-numbers\"><code class=\"language-markup\">@echo off\r\ncall paints_undo_env\\Scripts\\activate\r\npython gradio_app.py\r\npause<\/code><\/pre>\n<p>\u672a\u4f86\u96d9\u64ca\u9019\u500b run_paints_undo.bat \u5c31\u80fd\u57f7\u884c\u7a0b\u5f0f\u56c9\uff01\u5f88\u65b9\u4fbf\u5427\uff01<\/p>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Paints-Undo \u7531 ControlNet \u4f5c\u8005 lllyasviel \u70ba\u4e3b\u958b\u767c\uff0c\u662f\u4e00\u500b\u65e8\u5728\u63d0\u4f9b\u4eba\u985e\u7e6a\u5716\u884c\u70ba\u57fa\u790e\u6a21\u578b\u7684\u5c08\u6848\uff0c\u5e0c\u671b\u672a\u4f86\u7684 AI \u6a21\u578b\u80fd\u66f4\u597d\u5730\u6eff\u8db3\u4eba\u985e\u85dd\u8853\u5bb6\u7684\u5be6\u969b\u9700\u6c42\u3002\u300cPa [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":17656,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,557,567],"tags":[],"class_list":["post-17647","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-drawing","category-ai-video"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Paints-UNDO\uff1aAI \u6a21\u64ec\u4eba\u985e\u7e6a\u5716\u884c\u70ba\uff0c\u8b93\u672a\u4f86\u7684 AI \u80fd\u66f4\u6eff\u8db3\u4eba\u985e\u85dd\u8853\u5bb6\u7684\u9700\u6c42 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801<\/title>\n<meta name=\"robots\" content=\"index, follow, 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