{"id":14994,"date":"2024-12-09T09:38:51","date_gmt":"2024-12-09T01:38:51","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14994"},"modified":"2024-12-09T09:38:51","modified_gmt":"2024-12-09T01:38:51","slug":"consisid","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/consisid\/","title":{"rendered":"ConsisID\uff1a\u4e00\u5f20\u4eba\u50cf\u53c2\u8003\u56fe\uff0c\u751f\u6210\u4eba\u7269\u4e00\u81f4\u7684\u89c6\u9891\uff0c\u591a\u7ec8\u7aef\u5feb\u901f\u96c6\u6210"},"content":{"rendered":"<p>ConsisID \u662f\u7531\u5317\u4eac\u5927\u5b66\u8881\u7c92\u8bfe\u9898\u7ec4\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u901a\u8fc7\u9891\u7387\u5206\u89e3\u6280\u672f\u5b9e\u73b0\u8eab\u4efd\u4e00\u81f4\u7684\u6587\u672c\u5230\u89c6\u9891\u751f\u6210\uff08IPT2V\uff09\u3002\u8be5\u9879\u76ee\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u57fa\u4e8eDiT\uff08Diffusion Transformer\uff09\u7684\u6a21\u578b\uff0c\u80fd\u591f\u5728\u751f\u6210\u89c6\u9891\u65f6\u4fdd\u6301\u4eba\u7269\u8eab\u4efd\u7684\u4e00\u81f4\u6027\u3002ConsisID \u9879\u76ee\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ee3\u7801\u548c\u6570\u636e\u96c6\uff0c\u8fd8\u5305\u62ec\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002\u8be5\u9879\u76ee\u5728\u89c6\u9891\u751f\u6210\u9886\u57df\u5177\u6709\u91cd\u8981\u610f\u4e49\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u4fdd\u6301\u89d2\u8272\u4e00\u81f4\u6027\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5982\u5f71\u89c6\u5236\u4f5c\u3001\u865a\u62df\u73b0\u5b9e\u7b49\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-14997\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0.jpg\" alt=\"\" width=\"950\" height=\"572\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0.jpg 1498w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0-300x181.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0-1024x617.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0-768x462.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f0b361a5dbef4f0-18x12.jpg 18w\" sizes=\"auto, (max-width: 950px) 100vw, 950px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14998\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/f476fec99da5c9a.gif\" alt=\"\" width=\"512\" height=\"346\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u8eab\u4efd\u4e00\u81f4\u6027\u89c6\u9891\u751f\u6210<\/strong>\uff1a\u901a\u8fc7\u9891\u7387\u5206\u89e3\u6280\u672f\uff0c\u751f\u6210\u4e0e\u8f93\u5165\u6587\u672c\u63cf\u8ff0\u4e00\u81f4\u4e14\u4fdd\u6301\u89d2\u8272\u8eab\u4efd\u4e00\u81f4\u7684\u89c6\u9891\u3002<\/li>\n<li><strong>\u5f00\u6e90\u4ee3\u7801\u548c\u6570\u636e\u96c6<\/strong>\uff1a\u63d0\u4f9b\u5b8c\u6574\u7684\u4ee3\u7801\u548c\u90e8\u5206\u6570\u636e\u96c6\uff0c\u65b9\u4fbf\u7528\u6237\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u548c\u7814\u7a76\u3002<\/li>\n<li><strong>\u591a\u5e73\u53f0\u652f\u6301<\/strong>\uff1a\u652f\u6301\u5728Windows\u548cLinux\u7cfb\u7edf\u4e0a\u8fd0\u884c\uff0c\u63d0\u4f9bJupyter Notebook\u548cComfyUI\u6269\u5c55\u3002<\/li>\n<li><strong>\u9ad8\u8d28\u91cf\u63d0\u793a\u8bcd\u4f18\u5316<\/strong>\uff1a\u4f7f\u7528GPT-4o\u4f18\u5316\u8f93\u5165\u6587\u672c\u63d0\u793a\u8bcd\uff0c\u63d0\u9ad8\u751f\u6210\u89c6\u9891\u7684\u8d28\u91cf\u3002<\/li>\n<li><strong>GPU\u5185\u5b58\u4f18\u5316<\/strong>\uff1a\u63d0\u4f9b\u591a\u79cdGPU\u5185\u5b58\u4f18\u5316\u9009\u9879\uff0c\u9002\u5e94\u4e0d\u540c\u786c\u4ef6\u914d\u7f6e\u3002<\/li>\n<li><strong>\u793e\u533a\u8d21\u732e<\/strong>\uff1a\u652f\u6301\u793e\u533a\u5f00\u53d1\u7684\u63d2\u4ef6\u548c\u6269\u5c55\uff0c\u589e\u5f3a\u529f\u80fd\u548c\u4f7f\u7528\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u73af\u5883\u914d\u7f6e<\/h3>\n<ol>\n<li>\u514b\u9686\u9879\u76ee\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone --depth=1 https:\/\/github.com\/PKU-YuanGroup\/ConsisID.git\r\ncd ConsisID\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n<pre><code>   conda create -n consisid python=3.11.0\r\nconda activate consisid\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<h3>\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd<\/h3>\n<ol>\n<li>\u4eceHuggingFace\u4e0b\u8f7d\u6743\u91cd\uff1a<\/li>\n<\/ol>\n<pre><code>   huggingface-cli download --repo-type model BestWishYsh\/ConsisID-preview --local-dir ckpts\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u6216\u8005\u4eceWiseModel\u4e0b\u8f7d\uff1a<\/li>\n<\/ol>\n<pre><code>   git lfs install\r\ngit clone https:\/\/www.wisemodel.cn\/SHYuanBest\/ConsisID-Preview.git\r\n<\/code><\/pre>\n<h3>\u8fd0\u884c\u793a\u4f8b<\/h3>\n<ol>\n<li>\u8fd0\u884cWeb UI\u793a\u4f8b\uff1a<\/li>\n<\/ol>\n<pre><code>   python app.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fd0\u884c\u547d\u4ee4\u884c\u63a8\u7406\uff1a<\/li>\n<\/ol>\n<pre><code>   python infer.py --model_path BestWishYsh\/ConsisID-preview\r\n<\/code><\/pre>\n<h3>\u63d0\u793a\u8bcd\u4f18\u5316<\/h3>\n<p>\u4f7f\u7528GPT-4o\u4f18\u5316\u8f93\u5165\u6587\u672c\u63d0\u793a\u8bcd\uff0c\u4f8b\u5982\uff1a \u539f\u59cb\u63d0\u793a\u8bcd\uff1a&#8221;\u4e00\u4e2a\u4eba\u5728\u5f39\u5409\u4ed6\u3002&#8221; \u4f18\u5316\u540e\u63d0\u793a\u8bcd\uff1a&#8221;\u89c6\u9891\u4e2d\uff0c\u4e00\u4e2a\u7537\u4eba\u7ad9\u5728\u98de\u673a\u65c1\u8fb9\uff0c\u6b63\u5728\u7528\u624b\u673a\u4ea4\u8c08\u3002\u4ed6\u6234\u7740\u592a\u9633\u955c\uff0c\u7a7f\u7740\u9ed1\u8272\u4e0a\u8863\uff0c\u8868\u60c5\u4e25\u8083\u3002\u98de\u673a\u4fa7\u9762\u6709\u4e00\u6761\u7eff\u8272\u6761\u7eb9\uff0c\u540e\u9762\u6709\u4e00\u4e2a\u5927\u5f15\u64ce\u3002&#8221;<\/p>\n<h3>GPU\u5185\u5b58\u4f18\u5316<\/h3>\n<p>\u5982\u679c\u6ca1\u6709\u591a\u5757GPU\u6216\u8db3\u591f\u7684GPU\u5185\u5b58\uff0c\u53ef\u4ee5\u542f\u7528\u4ee5\u4e0b\u9009\u9879\uff1a<\/p>\n<pre><code>pipe.enable_model_cpu_offload()\r\npipe.enable_sequential_cpu_offload()\r\npipe.vae.enable_slicing()\r\npipe.vae.enable_tiling()\r\n<\/code><\/pre>\n<p>\u6ce8\u610f\uff1a\u542f\u7528\u8fd9\u4e9b\u9009\u9879\u4f1a\u589e\u52a0\u63a8\u7406\u65f6\u95f4\uff0c\u5e76\u53ef\u80fd\u964d\u4f4e\u751f\u6210\u8d28\u91cf\u3002<\/p>\n<h3>\u6570\u636e\u9884\u5904\u7406<\/h3>\n<p>\u8bf7\u53c2\u8003\u9879\u76ee\u4e2d\u7684\u6570\u636e\u9884\u5904\u7406\u6307\u5357\uff0c\u83b7\u53d6\u8bad\u7ec3ConsisID\u6240\u9700\u7684\u6570\u636e\u3002\u5982\u679c\u9700\u8981\u8bad\u7ec3\u6587\u672c\u5230\u56fe\u50cf\u548c\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u9700\u8981\u5c06\u6570\u636e\u96c6\u6574\u7406\u6210\u4ee5\u4e0b\u683c\u5f0f\uff1a<\/p>\n<pre><code>datasets\/\r\n\u251c\u2500\u2500 captions\/\r\n\u2502   \u251c\u2500\u2500 dataname_1.json\r\n\u2502   \u251c\u2500\u2500 dataname_2.json\r\n\u251c\u2500\u2500 dataname_1\/\r\n\u2502   \u251c\u2500\u2500 refine_bbox_jsons\/\r\n\u2502   \u251c\u2500\u2500 track_masks_data\/\r\n\u2502   \u251c\u2500\u2500 videos\/\r\n\u251c\u2500\u2500 dataname_2\/\r\n\u2502   \u251c\u2500\u2500 refine_bbox_jsons\/\r\n\u2502   \u251c\u2500\u2500 track_masks_data\/\r\n\u2502   \u251c\u2500\u2500 videos\/\r\n\u251c\u2500\u2500 ...\r\n\u251c\u2500\u2500 total_train_data.txt\r\n<\/code><\/pre>\n<h3>\u6a21\u578b\u8bad\u7ec3<\/h3>\n<ol>\n<li>\u8bbe\u7f6e\u8d85\u53c2\u6570\uff1a<\/li>\n<\/ol>\n<pre><code>   bash train_single_rank.sh\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u542f\u52a8\u8bad\u7ec3\uff1a<\/li>\n<\/ol>\n<pre><code>   bash train_multi_rank.sh\r\n<\/code><\/pre>\n<h3>\u793e\u533a\u8d21\u732e<\/h3>\n<p>\u611f\u8c22\u793e\u533a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684\u63d2\u4ef6\u548c\u6269\u5c55\uff1a<\/p>\n<ul>\n<li>ComfyUI-ConsisIDWrapper<\/li>\n<li>Jupyter-ConsisID<\/li>\n<li>Windows-ConsisID<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>ConsisID \u5feb\u901f\u96c6\u6210<\/h2>\n<p>\u5728\u7ebf\u4f53\u9a8c\uff1a<a href=\"https:\/\/huggingface.co\/spaces\/BestWishYsh\/ConsisID-preview-Space\">Hugging Face<\/a><\/p>\n<p>Windows\u5b89\u88c5\u5305\uff1a<a href=\"https:\/\/huggingface.co\/pkuhexianyi\/ConsisID-Windows\/tree\/main\">Hugging Face<\/a> <a href=\"https:\/\/www.wisemodel.cn\/models\/PkuHexianyi\/ConsisID-Windows\/file\">\u59cb\u667aAI<\/a><\/p>\n<p>ComfyUI\u8282\u70b9\uff1a<a href=\"https:\/\/github.com\/kijai\/ComfyUI-CogVideoXWrapper\">ComfyUI-CogVideoXWrapper<\/a> openart\uff1ahttps:\/\/openart.ai\/workflows\/TxIQ6lwGkRx2zQiYjvE5<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ConsisID \u662f\u7531\u5317\u4eac\u5927\u5b66\u8881\u7c92\u8bfe\u9898\u7ec4\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u901a\u8fc7\u9891\u7387\u5206\u89e3\u6280\u672f\u5b9e\u73b0\u8eab\u4efd\u4e00\u81f4\u7684\u6587\u672c\u5230\u89c6\u9891\u751f\u6210\uff08IPT2V\uff09\u3002\u8be5\u9879\u76ee\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u57fa\u4e8eDiT\uff08Diffusion Transformer\uff09\u7684\u6a21\u578b\uff0c\u80fd\u591f\u5728\u751f\u6210\u89c6\u9891\u65f6\u4fdd\u6301\u4eba\u7269\u8eab\u4efd\u7684\u4e00\u81f4&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61381,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,196],"class_list":["post-14994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aiwenbenzhuanshipin"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14994","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=14994"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14994\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61381"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14994"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14994"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}