{"id":16506,"date":"2024-12-26T20:44:46","date_gmt":"2024-12-26T12:44:46","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=16506"},"modified":"2024-12-26T20:44:46","modified_gmt":"2024-12-26T12:44:46","slug":"dispose","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/dispose\/","title":{"rendered":"DisPose\uff1a\u751f\u6210\u4eba\u4f53\u59ff\u6001\u7cbe\u51c6\u63a7\u5236\u7684\u89c6\u9891\uff0c\u521b\u4f5c\u8df3\u821e\u7684\u5c0f\u59d0\u59d0"},"content":{"rendered":"<p>DisPose\u662f\u4e00\u4e2a\u521b\u65b0\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u53ef\u63a7\u7684\u4eba\u7269\u56fe\u50cf\u52a8\u753b\u751f\u6210\u3002\u8be5\u9879\u76ee\u7531\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u5e76\u5728GitHub\u4e0a\u5f00\u6e90\uff0c\u91c7\u7528\u5148\u8fdb\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u901a\u8fc7\u5206\u89e3\u9aa8\u9abc\u59ff\u6001\u4fe1\u606f\u6765\u5b9e\u73b0\u7cbe\u786e\u7684\u4eba\u7269\u52a8\u753b\u63a7\u5236\u3002DisPose\u7684\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u5c06\u7a00\u758f\u7684\u9aa8\u9abc\u59ff\u6001\u4fe1\u606f\u5206\u89e3\u4e3a\u8fd0\u52a8\u573a\u5f15\u5bfc\u548c\u5173\u952e\u70b9\u5bf9\u5e94\u4e24\u4e2a\u5173\u952e\u7ec4\u4ef6\uff0c\u8fd9\u79cd\u72ec\u7279\u7684\u65b9\u6cd5\u4f7f\u5f97\u751f\u6210\u7684\u52a8\u753b\u66f4\u52a0\u81ea\u7136\u6d41\u7545\uff0c\u4e14\u5177\u6709\u66f4\u5f3a\u7684\u53ef\u63a7\u6027\u3002\u9879\u76ee\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ee3\u7801\u5b9e\u73b0\uff0c\u8fd8\u5305\u542b\u4e86\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u4f7f\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u90e8\u7f72\u548c\u4f7f\u7528\u8fd9\u4e00\u6280\u672f\u3002<\/p>\n<p>\u540c\u7c7b\u9879\u76ee\uff1a<a href=\"https:\/\/www.kdjingpai.com\/stableanimator\/\">StableAnimator\uff1a\u751f\u6210\u9ad8\u8d28\u91cf\u4fdd\u6301\u4eba\u7269\u7279\u5f81\u7684\u89c6\u9891\u52a8\u753b<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16507\" title=\"DisPose\uff1a\u751f\u6210\u4eba\u4f53\u59ff\u6001\u7cbe\u51c6\u63a7\u5236\u7684\u89c6\u9891\uff0c\u521b\u4f5c\u8df3\u821e\u7684\u5c0f\u59d0\u59d0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc.png\" alt=\"DisPose\uff1a\u751f\u6210\u4eba\u4f53\u59ff\u6001\u7cbe\u51c6\u63a7\u5236\u7684\u89c6\u9891\uff0c\u521b\u4f5c\u8df3\u821e\u7684\u5c0f\u59d0\u59d0-1\" width=\"1585\" height=\"824\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc.png 1585w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc-300x156.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc-1024x532.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc-768x399.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc-1536x799.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2fd347da76167fc-18x9.png 18w\" sizes=\"auto, (max-width: 1585px) 100vw, 1585px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u4eba\u4f53\u59ff\u6001\u68c0\u6d4b\u548c\u5173\u952e\u70b9\u63d0\u53d6<\/li>\n<li>\u8fd0\u52a8\u573a\u751f\u6210\u548c\u63a7\u5236<\/li>\n<li>\u4eba\u7269\u56fe\u50cf\u52a8\u753b\u5408\u6210<\/li>\n<li>\u591a\u5173\u8282\u70b9\u7cbe\u786e\u63a7\u5236<\/li>\n<li>\u4eba\u8138\u548c\u624b\u90e8\u7ec6\u8282\u5904\u7406<\/li>\n<li>\u6279\u91cf\u89c6\u9891\u5904\u7406\u80fd\u529b<\/li>\n<li>\u59ff\u6001\u8fc1\u79fb\u548c\u52a8\u4f5c\u91cd\u5b9a\u5411<\/li>\n<li>\u5b9e\u65f6\u59ff\u6001\u4f30\u8ba1\u548c\u8ddf\u8e2a<\/li>\n<li>\u81ea\u5b9a\u4e49\u52a8\u753b\u63a7\u5236\u53c2\u6570\u8c03\u8282<\/li>\n<li>\u9ad8\u8d28\u91cf\u52a8\u753b\u6548\u679c\u8f93\u51fa<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>1. \u73af\u5883\u914d\u7f6e<\/h3>\n<p>DisPose\u9700\u8981\u4ee5\u4e0b\u57fa\u672c\u73af\u5883\u914d\u7f6e\uff1a<\/p>\n<ul>\n<li>Python 3.10\u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<li>PyTorch 2.0.1\u53ca\u4ee5\u4e0a<\/li>\n<li>TorchVision 0.15.2\u53ca\u4ee5\u4e0a<\/li>\n<li>CUDA 12.4\uff08\u7528\u4e8eGPU\u52a0\u901f\uff09<\/li>\n<\/ul>\n<p>\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<pre><code># \u521b\u5efaconda\u73af\u5883\r\nconda create -n dispose python==3.10\r\nconda activate dispose\r\n# \u5b89\u88c5\u4f9d\u8d56\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<h3>2. \u6a21\u578b\u51c6\u5907<\/h3>\n<ol>\n<li>\u4eceHugging Face\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\u6743\u91cd\u6587\u4ef6\uff1a\n<ul>\n<li>\u8bbf\u95ee https:\/\/huggingface.co\/lihxxx\/DisPose<\/li>\n<li>\u4e0b\u8f7d DisPose.pth \u6587\u4ef6<\/li>\n<li>\u5c06\u6587\u4ef6\u653e\u7f6e\u5728 .\/pretrained_weights\/ \u76ee\u5f55\u4e0b<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>3. \u6838\u5fc3\u529f\u80fd\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<h4>3.1 \u59ff\u6001\u68c0\u6d4b<\/h4>\n<p>\u7cfb\u7edf\u4f7f\u7528DWPose\u68c0\u6d4b\u5668\u8fdb\u884c\u4eba\u4f53\u59ff\u6001\u68c0\u6d4b\uff0c\u53ef\u4ee5\u8bc6\u522b\u4ee5\u4e0b\u5173\u952e\u70b9\uff1a<\/p>\n<ul>\n<li>\u8eab\u4f53\u9aa8\u9abc\u5173\u8282\u70b9\uff0818\u4e2a\uff09<\/li>\n<li>\u9762\u90e8\u7279\u5f81\u70b9\uff0868\u4e2a\uff09<\/li>\n<li>\u624b\u90e8\u5173\u952e\u70b9\uff0821\u4e2a\/\u624b\uff09<\/li>\n<\/ul>\n<h4>3.2 \u56fe\u50cf\u9884\u5904\u7406<\/h4>\n<pre><code># \u5904\u7406\u53c2\u8003\u56fe\u50cf\r\nref_image = load_image(image_path)\r\npose_img, ref_pose = get_image_pose(ref_image)\r\n<\/code><\/pre>\n<h4>3.3 \u89c6\u9891\u5904\u7406<\/h4>\n<pre><code># \u5904\u7406\u89c6\u9891\u5e8f\u5217\r\nvideo_pose, body_points, face_points = get_video_pose(\r\nvideo_path=video_path,\r\nref_image=ref_image,\r\nsample_stride=1\r\n)\r\n<\/code><\/pre>\n<h4>3.4 \u52a8\u753b\u751f\u6210\u63a7\u5236<\/h4>\n<p>\u7cfb\u7edf\u63d0\u4f9b\u591a\u4e2a\u53c2\u6570\u7528\u4e8e\u63a7\u5236\u52a8\u753b\u751f\u6210\uff1a<\/p>\n<ul>\n<li>\u8fd0\u52a8\u573a\u5f3a\u5ea6\u8c03\u8282<\/li>\n<li>\u5173\u952e\u70b9\u5bf9\u5e94\u6743\u91cd<\/li>\n<li>\u59ff\u6001\u8fc1\u79fb\u7a0b\u5ea6<\/li>\n<li>\u65f6\u5e8f\u5e73\u6ed1\u5ea6<\/li>\n<\/ul>\n<h3>4. \u9ad8\u7ea7\u529f\u80fd\u8bf4\u660e<\/h3>\n<ol>\n<li>\u59ff\u6001\u8fc1\u79fb\uff1a\n<ul>\n<li>\u652f\u6301\u4ece\u6e90\u89c6\u9891\u5230\u76ee\u6807\u4eba\u7269\u7684\u59ff\u6001\u8fc1\u79fb<\/li>\n<li>\u4fdd\u6301\u4eba\u7269\u8eab\u4efd\u7279\u5f81\u4e0d\u53d8<\/li>\n<li>\u81ea\u52a8\u9002\u5e94\u4e0d\u540c\u4f53\u578b\u5dee\u5f02<\/li>\n<\/ul>\n<\/li>\n<li>\u52a8\u4f5c\u7f16\u8f91\uff1a\n<ul>\n<li>\u652f\u6301\u5c40\u90e8\u52a8\u4f5c\u4fee\u6539<\/li>\n<li>\u63d0\u4f9b\u5173\u952e\u5e27\u7f16\u8f91\u529f\u80fd<\/li>\n<li>\u53ef\u8c03\u6574\u52a8\u4f5c\u901f\u5ea6\u548c\u5e45\u5ea6<\/li>\n<\/ul>\n<\/li>\n<li>\u6279\u5904\u7406\u80fd\u529b\uff1a\n<ul>\n<li>\u652f\u6301\u6279\u91cf\u89c6\u9891\u5904\u7406<\/li>\n<li>\u63d0\u4f9b\u5e76\u884c\u5904\u7406\u9009\u9879<\/li>\n<li>\u81ea\u52a8\u8d44\u6e90\u8c03\u5ea6\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>5. \u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u8f93\u5165\u56fe\u50cf\u8d28\u91cf\u6e05\u6670\uff0c\u4eba\u7269\u59ff\u6001\u5b8c\u6574\u53ef\u89c1<\/li>\n<li>GPU\u663e\u5b58\u5efa\u8bae\u81f3\u5c118GB\u4ee5\u4e0a<\/li>\n<li>\u5904\u7406\u9ad8\u5206\u8fa8\u7387\u89c6\u9891\u65f6\u6ce8\u610f\u8c03\u6574sample_stride\u53c2\u6570<\/li>\n<li>\u5b9a\u671f\u68c0\u67e5\u5e76\u66f4\u65b0\u4f9d\u8d56\u5305\u7248\u672c<\/li>\n<li>\u5efa\u8bae\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u524d\u5148\u8fdb\u884c\u5c0f\u89c4\u6a21\u6d4b\u8bd5<\/li>\n<\/ul>\n<h3>6. \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<ol>\n<li>\u5185\u5b58\u95ee\u9898\uff1a\n<ul>\n<li>\u4f7f\u7528release_memory()\u91ca\u653e\u672a\u4f7f\u7528\u7684\u8d44\u6e90<\/li>\n<li>\u9002\u5f53\u8c03\u6574\u6279\u5904\u7406\u5927\u5c0f<\/li>\n<li>\u4f7f\u7528\u4f4e\u5206\u8fa8\u7387\u8fdb\u884c\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<li>\u6027\u80fd\u4f18\u5316\uff1a\n<ul>\n<li>\u542f\u7528GPU\u52a0\u901f<\/li>\n<li>\u4f7f\u7528\u9002\u5f53\u7684\u91c7\u6837\u6b65\u957f<\/li>\n<li>\u4f18\u5316\u8f93\u5165\u56fe\u50cf\u5206\u8fa8\u7387<\/li>\n<\/ul>\n<\/li>\n<li>\u8d28\u91cf\u63d0\u5347\uff1a\n<ul>\n<li>\u4f7f\u7528\u9ad8\u8d28\u91cf\u53c2\u8003\u56fe\u50cf<\/li>\n<li>\u8c03\u6574\u6a21\u578b\u53c2\u6570<\/li>\n<li>\u8fdb\u884c\u540e\u5904\u7406\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>DisPose\u662f\u4e00\u4e2a\u521b\u65b0\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u53ef\u63a7\u7684\u4eba\u7269\u56fe\u50cf\u52a8\u753b\u751f\u6210\u3002\u8be5\u9879\u76ee\u7531\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u5e76\u5728GitHub\u4e0a\u5f00\u6e90\uff0c\u91c7\u7528\u5148\u8fdb\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u901a\u8fc7\u5206\u89e3\u9aa8\u9abc\u59ff\u6001\u4fe1\u606f\u6765\u5b9e\u73b0\u7cbe\u786e\u7684\u4eba\u7269\u52a8\u753b\u63a7\u5236\u3002DisPose\u7684\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u5c06\u7a00\u758f\u7684\u9aa8\u9abc\u59ff\u6001\u4fe1\u606f\u5206\u89e3&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61509,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[195,230],"class_list":["post-16506","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aituxiangzhuanshipin","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/16506","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=16506"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/16506\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61509"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=16506"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=16506"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=16506"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}