{"id":34820,"date":"2024-12-13T16:57:59","date_gmt":"2024-12-13T08:57:59","guid":{"rendered":"https:\/\/17aitech.com\/?p=34820"},"modified":"2024-12-13T16:57:59","modified_gmt":"2024-12-13T08:57:59","slug":"%e5%8f%aa%e8%a6%81%e4%b8%80%e5%bc%a0%e5%9b%be%e5%b0%b1%e8%83%bd%e3%80%8c%e8%bf%98%e5%8e%9f%e3%80%8d%e7%bb%98%e7%94%bb%e8%bf%87%e7%a8%8b%ef%bc%8c%e8%bf%99%e7%af%87%e8%ae%ba%e6%96%87%e6%af%94%e7%88%86","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34820","title":{"rendered":"\u53ea\u8981\u4e00\u5f20\u56fe\u5c31\u80fd\u300c\u8fd8\u539f\u300d\u7ed8\u753b\u8fc7\u7a0b\uff0c\u8fd9\u7bc7\u8bba\u6587\u6bd4\u7206\u706b\u7684Paints-UNDO\u5b9e\u73b0\u5f97\u66f4\u65e9"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-30-2\" target=\"_blank\">\u53ea\u8981\u4e00\u5f20\u56fe\u5c31\u80fd\u300c\u8fd8\u539f\u300d\u7ed8\u753b\u8fc7\u7a0b\uff0c\u8fd9\u7bc7\u8bba\u6587\u6bd4\u7206\u706b\u7684Paints-UNDO\u5b9e\u73b0\u5f97\u66f4\u65e9<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-19135fab9fd57b1af402956b5ac8775c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-19135fab9fd57b1af402956b5ac8775c.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<p><strong>\u4f5c\u8005\u4ecb\u7ecd\uff1a<\/strong><strong>\u5b8b\u4ea6\u4ec1\uff1a\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66 ShowLab \u535a\u58eb\u7814\u7a76\u751f\uff0c \u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u56fe\u50cf\u548c<mark data-type=\"tech_tasks\" data-id=\"29c7c16c-acac-4bc9-87f4-279f97bf02fc\">\u89c6\u9891\u751f\u6210<\/mark>\uff0c AI \u5b89\u5168\u6027\u3002\u00a0<\/strong><\/p>\n<p><strong>\u9ec4\u65bd\u6377\uff1a\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7855\u58eb\u4e8c\u5e74\u7ea7\u5b66\u751f\uff0c\u76ee\u524d\u5728 Tiamat AI \u4efb\u7b97\u6cd5\u5de5\u7a0b\u5e08\u5b9e\u4e60\u751f\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u89c6\u89c9\u751f\u6210\u3002\u76ee\u524d\u5728\u5bfb\u627e 2025 fall \u535a\u58eb\u5165\u5b66\u673a\u4f1a\u3002<\/strong><\/p>\n<section>\u6700\u8fd1\uff0clvmin \u5e26\u6765\u4e86\u6700\u65b0\u6a21\u578b Paints-UNDO\u3002\u8fd9\u6b3e AI \u751f\u6210\u5de5\u5177\u53ef\u4ee5\u6839\u636e\u56fe\u7247\u8fd8\u539f\u6574\u4e2a\u7ed8\u753b\u8fc7\u7a0b\uff0c\u6574\u4e2a AIGC \u793e\u533a\u90fd\u4e3a\u4e4b\u9707\u64bc\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e4f67a7c8639f8e065278c2cfb8d1ff5.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e4f67a7c8639f8e065278c2cfb8d1ff5.gif\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Paints-UNDO \u7684\u6f14\u793a demo\u3002<\/sup><\/em><\/p>\n<section>\u65e9\u5728 1 \u4e2a\u6708\u524d\uff0cNUS\uff0cSJTU\uff0cTiamat \u7b49\u673a\u6784\u8054\u5408\u5df2\u7ecf\u53d1\u5e03\u4e86\u4e00\u7bc7\u505a\u7c7b\u4f3c\u4efb\u52a1\u7684\u5de5\u4f5c ProcessPainter: Learn Painting Process from Sequence Data\u3002Paints-UNDO \u6280\u672f\u62a5\u544a\u8fd8\u672a\u516c\u5e03\uff0c\u8ba9\u6211\u4eec\u4e00\u8d77\u770b\u770b ProcessPainter \u662f\u5982\u4f55\u5b9e\u73b0\u7684\u5427\uff01<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-af2a6b4383a2eea6791aef43d053c911.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-af2a6b4383a2eea6791aef43d053c911.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aProcessPainter: Learn Painting Process from Sequence Data<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2406.06062<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u94fe\u63a5\uff1ahttps:\/\/github.com\/nicolaus-huang\/ProcessPainter<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u7ffb\u5f00\u4efb\u610f\u4e00\u672c\u7ed8\u753b\u6559\u5b66\u4e66\u7c4d\uff0c\u90fd\u80fd\u770b\u5230\u6309\u7167\u6b65\u9aa4\u753b\u753b\u7684\u6307\u5bfc\u3002\u7136\u800c\uff0c\u5728\u751f\u6210\u5f0f AI \u65f6\u4ee3\uff0c\u901a\u8fc7\u53bb\u566a\u8fc7\u7a0b\u5b8c\u6210<mark data-type=\"tech_tasks\" data-id=\"ba1ea8a1-a705-4f89-8348-ec71bae840dc\">\u56fe\u50cf\u751f\u6210<\/mark>\u548c\u4eba\u7c7b\u753b\u5bb6\u7ed8\u753b\u8fc7\u7a0b\u5b8c\u5168\u4e0d\u540c\uff0cAI \u753b\u753b\u7684\u8fc7\u7a0b\u65e0\u6cd5\u76f4\u63a5\u7528\u4e8e\u7ed8\u753b\u6559\u5b66\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0cProcessPainter \u901a\u8fc7\u5728\u5408\u6210\u6570\u636e\u548c\u4eba\u7c7b\u753b\u5e08\u7ed8\u753b\u89c6\u9891\u4e0a\u8bad\u7ec3\u65f6\u5e8f\u6a21\u578b\uff0c\u9996\u6b21\u5b9e\u73b0\u4e86\u8ba9\u6269\u6563\u6a21\u578b\u751f\u6210\u7ed8\u753b\u8fc7\u7a0b\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u9898\u6750\u3001\u753b\u5e08\u7684\u7ed8\u753b\u8fc7\u7a0b\u5dee\u5f02\u5de8\u5927\uff0c\u98ce\u683c\u8fe5\u5f02\u3002\u7136\u800c\uff0c\u76ee\u524d\u5f88\u5c11\u6709\u7814\u7a76\u5c06\u7ed8\u753b\u8fc7\u7a0b\u4f5c\u4e3a\u7814\u7a76\u5bf9\u8c61\u3002\u8bba\u6587\u4f5c\u8005\u5728\u9884\u8bad\u7ec3\u7684 Motion Model \u57fa\u7840\u4e0a\uff0c\u901a\u8fc7\u5728\u7279\u5b9a\u753b\u5e08\u7684\u5c11\u91cf\u7ed8\u753b\u5e8f\u5217\u4e0a\u8bad\u7ec3 Motion LoRA\uff0c\u5b66\u4e60\u753b\u5e08\u7684\u7ed8\u753b\u6280\u6cd5\u3002<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ae243b2876355314ba7ca928a23b07ae.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ae243b2876355314ba7ca928a23b07ae.gif\"><\/a><\/p>\n<\/section>\n<section><strong>\u6df1\u5165\u89e3\u8bfb ProcessPainter \u7684\u6838\u5fc3\u6280\u672f<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3fceb435a909f022f62ff6466d93dbcf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3fceb435a909f022f62ff6466d93dbcf.png\"><\/a><\/p>\n<section><strong>1. \u65f6\u5e8f<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\uff08Temporal Attention\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u7528\u65f6\u5e8f\u6ce8\u610f\u529b\u5b66\u4e60\u751f\u6210\u7ed8\u753b\u8fc7\u7a0b\u662f ProcessPainter \u7684\u6838\u5fc3\u521b\u65b0\u3002\u7ed8\u753b\u5e8f\u5217\u751f\u6210\u7684\u5173\u952e\u662f\uff0c\u6574\u4e2a\u5e8f\u5217\u662f\u540c\u4e00\u5f20\u56fe\u4ece\u62bd\u8c61\u5230\u5177\u4f53\u7684\u53d8\u5316\u8fc7\u7a0b\uff0c \u524d\u540e\u5e27\u5728\u5185\u5bb9\u548c\u6784\u56fe\u4e0a\u662f\u4e00\u81f4\u4e14\u76f8\u5173\u7684\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u4f5c\u8005\u4e3a Unet \u5f15\u5165\u4e86\u6765\u81ea AnimateDiff \u7684\u65f6\u5e8f\u6ce8\u610f\u6a21\u5757\u3002\u8be5\u6a21\u5757\u4f4d\u4e8e\u6bcf\u4e00\u5c42\u6269\u6563\u5c42\u4e4b\u540e\uff0c\u901a\u8fc7\u5e27\u95f4\u81ea\u6ce8\u610f\u673a\u5236\u6765\u5438\u6536\u4e0d\u540c\u5e27\u7684\u4fe1\u606f\uff0c\u786e\u4fdd\u6574\u4e2a\u5e8f\u5217\u7684\u5e73\u6ed1\u8fc7\u6e21\u548c\u8fde\u7eed\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u8bc1\u660e\uff0c\u8be5\u8bad\u7ec3\u7b56\u7565\u53ef\u4ee5\u5728\u5e27\u4e4b\u95f4\u4fdd\u6301\u4e00\u81f4\u7684\u7ed8\u753b\u6548\u679c\u3002\u7ed8\u753b\u8fc7\u7a0b\u751f\u6210\u548c<mark data-type=\"tech_tasks\" data-id=\"29c7c16c-acac-4bc9-87f4-279f97bf02fc\">\u89c6\u9891\u751f\u6210<\/mark>\u4efb\u52a1\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0c\u7ed8\u753b\u8fc7\u7a0b\u524d\u540e\u53d8\u5316\u66f4\u52a0\u5267\u70c8\uff0c\u9996\u5e27\u662f\u5b8c\u6210\u5ea6\u5f88\u4f4e\u7684\u8272\u5757\u6216\u7ebf\u7a3f\uff0c\u800c\u5c3e\u5e27\u662f\u5b8c\u6574\u7684\u753b\u4f5c\uff0c\u8fd9\u5bf9\u6a21\u578b\u8bad\u7ec3\u5e26\u6765\u6311\u6218\u3002\u4e3a\u6b64\uff0c\u8bba\u6587\u4f5c\u8005\u5148\u5728\u5927\u91cf\u5408\u6210\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\u65f6\u5e8f\u6a21\u5757\uff0c\u8ba9\u6a21\u578b\u5b66\u4e60\u5404\u79cd\u5404\u79cd SBR\uff08Stroke-based rendering) \u65b9\u6cd5\u7684\u9010\u6b65\u7ed8\u753b\u8fc7\u7a0b\uff0c\u518d\u7528\u6570\u5341\u4e2a\u827a\u672f\u5bb6\u7684\u7ed8\u753b\u8fc7\u7a0b\u6570\u636e\u8bad\u7ec3 Painting LoRA \u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u827a\u672f\u54c1\u590d\u5236\u7f51\u7edc\uff08Artwork Replication Network\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u7ed8\u753b\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u66f4\u5e0c\u671b\u77e5\u9053\u4e00\u5e45\u4f5c\u54c1\u662f\u5982\u4f55\u753b\u51fa\u6765\u7684\uff0c\u4ee5\u53ca\u5982\u4f55\u4ece\u534a\u6210\u54c1\u7ed8\u753b\u7ee7\u7eed\u7ec6\u5316\u4ee5\u8fbe\u5230\u671f\u5f85\u7684\u6210\u54c1\u6548\u679c\u3002\u8fd9\u5c31\u5f15\u7533\u51fa\u4e86\u4e24\u4e2a\u4efb\u52a1\uff1a\u7ed8\u753b\u8fc7\u7a0b\u91cd\u5efa\u548c\u8865\u5168\u3002\u9274\u4e8e\u8fd9\u4e24\u4e2a\u4efb\u52a1\u90fd\u6709\u56fe\u50cf\u7684\u8f93\u5165\uff0c\u8bba\u6587\u4f5c\u8005\u63d0\u51fa\u4e86\u827a\u672f\u54c1\u590d\u5236\u7f51\u7edc\uff08Artwork Replication Network\uff09\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u7f51\u7edc\u8bbe\u8ba1\u80fd\u591f\u5904\u7406\u4efb\u610f\u5e27\u7684\u56fe\u50cf\u8f93\u5165\uff0c\u7075\u6d3b\u63a7\u5236\u7ed8\u753b\u8fc7\u7a0b\u7684\u751f\u6210\u3002\u4e0e\u4e4b\u524d\u7684\u53ef\u63a7\u6027\u751f\u6210\u65b9\u6cd5\u7c7b\u4f3c\uff0c\u8bba\u6587\u4f5c\u8005\u5f15\u5165\u4e00\u4e2a ControlNet \u7684\u53d8\u4f53\uff0c\u6765\u63a7\u5236\u751f\u6210\u7ed3\u679c\u4e2d\u7684\u7279\u5b9a\u5e27\u4e0e\u53c2\u8003\u56fe\u4e00\u81f4\u3002<\/section>\n<section><\/section>\n<section><strong>3. \u5408\u6210\u6570\u636e\u96c6\u4e0e\u8bad\u7ec3\u7b56\u7565<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u7531\u4e8e\u771f\u5b9e\u7ed8\u753b\u8fc7\u7a0b\u6570\u636e\u8f83\u96be\u83b7\u53d6\uff0c\u6570\u91cf\u4e0d\u8db3\u4ee5\u652f\u6301\u5927\u89c4\u6a21\u8bad\u7ec3\u3002\u4e3a\u6b64\uff0c\u8bba\u6587\u4f5c\u8005\u6784\u5efa\u4e86\u7528\u4e8e\u9884\u8bad\u7ec3\u7684\u5408\u6210\u6570\u636e\u96c6\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u91c7\u7528\u4e86\u4e09\u79cd\u5408\u6210\u6570\u636e\u65b9\u6cd5\uff1a<\/section>\n<section><\/section>\n<section>1. \u91c7\u7528 Learn to Paint \u6765\u4ea7\u751f\u534a\u900f\u660e\u8d1d\u8d5b\u5c14\u66f2\u7ebf\u7b14\u89e6\u7684\u7ed8\u753b\u5e8f\u5217\uff1b\u00a0<\/section>\n<section>2. \u901a\u8fc7\u81ea\u5b9a\u4e49\u7b14\u89e6\uff0c\u7528 Neural style painting \u751f\u6210\u6cb9\u753b\u98ce\u683c\u548c\u4e2d\u56fd\u753b\u98ce\u683c\u7684\u7ed8\u753b\u5e8f\u5217\u3002<\/section>\n<section>3. \u4e0a\u8ff0 SBR\uff08Stroke base painting\uff09\u65b9\u6cd5\u662f\u4ece\u7c97\u5230\u7ec6\u7684\u62df\u5408\u4e00\u5f20\u76ee\u6807\u56fe\u50cf\uff0c \u610f\u5473\u7740\u5141\u8bb8\u5bf9\u4e8e\u5df2\u7ecf\u7ed8\u753b\u7684\u90e8\u5206\u8fdb\u884c\u8986\u76d6\u548c\u4fee\u6539\uff0c\u7136\u800c\u5f88\u591a\u7ed8\u753b\u79cd\u7c7b\uff0c\u5982\u4e2d\u56fd\u753b\u548c\u96d5\u523b\uff0c\u7531\u4e8e\u6750\u6599\u7684\u9650\u5236\uff0c\u65e0\u6cd5\u5927\u5e45\u5ea6\u4fee\u6539\u5df2\u7ecf\u5b8c\u6210\u7684\u90e8\u5206\uff0c \u7ed8\u753b\u8fc7\u7a0b\u662f\u5206\u533a\u57df\u5b8c\u6210\u7684\u3002\u4e3a\u6b64\uff0c\u8bba\u6587\u4f5c\u8005\u91c7\u7528 SAM\uff08segment anything) \u548c<mark data-type=\"tech_tasks\" data-id=\"4241b65d-b182-416b-99bb-9ead5e552a14\">\u663e\u8457\u6027\u68c0\u6d4b<\/mark>\u65b9\u6cd5\uff0c\u4ece\u7a7a\u767d\u753b\u5e03\u9010\u4e2a\u5b50\u533a\u57df\u6dfb\u52a0\u5185\u5bb9\uff0c\u5148\u7ed8\u5236\u663e\u8457\u6027\u7269\u4f53\uff0c \u7136\u540e\u9010\u6b65\u5411\u80cc\u666f\u6269\u6563\uff0c\u4ece\u800c\u5408\u6210\u7ed8\u753b\u8fc7\u7a0b\u89c6\u9891\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8bad\u7ec3\u9636\u6bb5\uff0c\u8bba\u6587\u4f5c\u8005\u9996\u5148\u5728\u5408\u6210\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\u4e86 Motion Model\uff0c\u7136\u540e\u51bb\u7ed3\u4e86 Motion Model \u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5e76\u8bad\u7ec3\u4e86 Artwork Replication Network\u3002\u5728\u5fae\u8c03\u7ed8\u753b LoRA \u6a21\u578b\u65f6\uff0c\u7b2c\u4e00\u6b65\u53ea\u4f7f\u7528\u6700\u7ec8\u5e27\u6765\u5fae\u8c03\u7a7a\u95f4\u6ce8\u610f\u529b LoRA\uff0c\u4ee5\u9632\u6b62\u534a\u6210\u54c1\u7ed8\u753b\u8bad\u7ec3\u96c6\u635f\u5bb3\u6a21\u578b\u7684\u751f\u6210\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u540e\uff0c\u8bba\u6587\u4f5c\u8005\u51bb\u7ed3\u4e86\u7a7a\u95f4\u6ce8\u610f\u529b LoRA \u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0c\u5e76\u4f7f\u7528\u5b8c\u6574\u7684\u7ed8\u753b\u5e8f\u5217\u5fae\u8c03\u65f6\u95f4\u6ce8\u610f\u529b LoRA\u3002\u5728\u63a8\u7406\u9636\u6bb5\uff0c\u5f53\u4ece<mark data-type=\"tech_tasks\" data-id=\"f02bb483-1c90-4010-849a-f2d7e3f0ad59\">\u6587\u672c\u751f\u6210<\/mark>\u7ed8\u753b\u5e8f\u5217\u65f6\uff0cProcessPainter \u4e0d\u4f7f\u7528\u827a\u672f\u54c1\u590d\u5236\u7f51\u7edc\u3002\u5728\u7ed8\u753b\u8fc7\u7a0b\u91cd\u5efa\u548c\u8865\u5168\u4efb\u52a1\u4e2d\uff0cProcessPainter \u4f7f\u7528\u827a\u672f\u54c1\u590d\u5236\u7f51\u7edc\u63a5\u6536\u7279\u5b9a\u5e27\u7684\u53c2\u8003\u8f93\u5165\u3002\u4e3a\u4e86\u786e\u4fdd\u751f\u6210\u7684\u7ed8\u753b\u5e8f\u5217\u4e2d\u7684\u5e27\u5c3d\u53ef\u80fd\u4e0e\u8f93\u5165\u56fe\u50cf\u5339\u914d\uff0cProcessPainter \u91c7\u7528\u4e86 DDIM \u53cd\u6f14\u6280\u672f\u6765\u83b7\u53d6\u53c2\u8003\u56fe\u50cf\u7684\u521d\u59cb\u566a\u58f0\uff0c\u5e76\u5728 UNet \u4e2d\u66ff\u6362\u7279\u5b9a\u5e27\u7684\u521d\u59cb\u566a\u58f0\u3002<\/section>\n<section><\/section>\n<section><strong>ProcessPainter \u6548\u679c\u5c55\u793a<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u5408\u6210\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684 ProcessPainter base model \u53ef\u4ee5\u751f\u6210\u8fc7\u7a0b\u4e0a\u6709\u98ce\u683c\u5dee\u5f02\u7684\u7ed8\u753b\u5e8f\u5217\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c82a0e4fc634d415af888e9c70d8ebbc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c82a0e4fc634d415af888e9c70d8ebbc.png\"><\/a><\/p>\n<section>\u901a\u8fc7\u5728\u5c11\u91cf\u4eba\u7c7b\u753b\u5e08\u7684\u7ed8\u753b\u5e8f\u5217\u4e0a\u5206\u522b\u8bad\u7ec3 Motion Lora\uff0cProcessPainter \u53ef\u4ee5\u5b66\u4e60\u7279\u5b9a\u753b\u5e08\u7684\u7ed8\u753b\u8fc7\u7a0b\u548c\u98ce\u683c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d621f49595a38522af7f6c4092b4ce18.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d621f49595a38522af7f6c4092b4ce18.png\"><\/a><\/p>\n<section>\u6307\u5b9a\u53c2\u8003\u56fe\u50cf\uff0cProcessPainter \u53ef\u4ee5\u5c06\u5b8c\u6210\u7684\u827a\u672f\u54c1\u9006\u5411\u89e3\u6784\u4e3a\u7ed8\u753b\u6b65\u9aa4\uff0c\u6216\u8005\u4ece\u534a\u6210\u54c1\u63a8\u6f14\u51fa\u5b8c\u6574\u7684\u753b\u4f5c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-bfccb04537bdc03f4ef01cd552e7dcc6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-bfccb04537bdc03f4ef01cd552e7dcc6.png\"><\/a><\/p>\n<section>\u8fd9\u4e9b\u6280\u672f\u7ec4\u4ef6\u7684\u7ed3\u5408\uff0c\u8ba9 ProcessPainter \u4e0d\u4ec5\u80fd\u591f\u4ece<mark data-type=\"tech_tasks\" data-id=\"f02bb483-1c90-4010-849a-f2d7e3f0ad59\">\u6587\u672c\u751f\u6210<\/mark>\u7ed8\u753b\u8fc7\u7a0b\uff0c\u8fd8\u80fd\u5c06\u53c2\u8003\u56fe\u8f6c\u6362\u6210\u7ed8\u753b\u5e8f\u5217\uff0c\u6216\u662f\u5bf9\u672a\u5b8c\u6210\u7684\u753b\u4f5c\u8fdb\u884c\u8865\u5168\u3002\u8fd9\u65e0\u7591\u4e3a\u827a\u672f\u6559\u80b2\u63d0\u4f9b\u4e86\u65b0\u5de5\u5177\uff0c\u540c\u65f6\u4e5f\u4e3a AIGC \u793e\u533a\u5f00\u8f9f\u4e86\u65b0\u8d5b\u9053\u3002\u4e5f\u8bb8\u4e0d\u4e45\u7684\u5c06\u6765\uff0cCivitai \u4e0a\u4f1a\u6709\u5404\u79cd\u6a21\u62df\u4eba\u7c7b\u753b\u5e08\u7ed8\u753b\u8fc7\u7a0b\u7684\u4e0d\u540c Lora \u51fa\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u66f4\u591a\u7ec6\u8282\uff0c\u6b22\u8fce\u9605\u8bfb\u8bba\u6587\u539f\u6587\u6216\u8bbf\u95ee Github \u9879\u76ee\u4e3b\u9875\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-30-2\" target=\"_blank\">\u53ea\u8981\u4e00\u5f20\u56fe\u5c31\u80fd\u300c\u8fd8\u539f\u300d\u7ed8\u753b\u8fc7\u7a0b\uff0c\u8fd9\u7bc7\u8bba\u6587\u6bd4\u7206\u706b\u7684Paints-UNDO\u5b9e\u73b0\u5f97\u66f4\u65e9<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u53ea\u8981\u4e00\u5f20\u56fe\u5c31\u80fd\u300c\u8fd8\u539f\u300d [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[],"class_list":["post-34820","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u53ea\u8981\u4e00\u5f20\u56fe\u5c31\u80fd\u300c\u8fd8\u539f\u300d\u7ed8\u753b\u8fc7\u7a0b\uff0c\u8fd9\u7bc7\u8bba\u6587\u6bd4\u7206\u706b\u7684Paints-UNDO\u5b9e\u73b0\u5f97\u66f4\u65e9 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=34820\" \/>\n<script type=\"application\/ld+json\" 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