{"id":3240,"date":"2025-04-05T00:05:28","date_gmt":"2025-04-04T16:05:28","guid":{"rendered":"https:\/\/www.feeoo.fun\/?p=3240"},"modified":"2025-04-04T22:42:17","modified_gmt":"2025-04-04T14:42:17","slug":"hunyuanportrait","status":"publish","type":"post","link":"https:\/\/www.feeoo.fun\/index.php\/2025\/04\/05\/hunyuanportrait\/","title":{"rendered":"HunyuanPortrait \u6765\u88ad\uff1a\u89e3\u9501\u8096\u50cf\u52a8\u753b\u521b\u4f5c\u65b0 \u201c\u89c6\u201d \u754c\uff0cAI \u9ed1\u79d1\u6280\uff01\u51ed\u5355\u5f20\u7167\u7247\uff0c\u8ba9\u4f60\u7684\u8096\u50cf\u52a8\u8d77\u6765"},"content":{"rendered":"<figure style=\"width:500px;\" class=\"aligncenter wp-block-post-featured-image\"><img decoding=\"async\" width=\"750\" height=\"462\" data-src=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/04\/jervhnuiy.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" style=\"--smush-placeholder-width: 750px; --smush-placeholder-aspect-ratio: 750\/462;object-fit:cover;\" data-srcset=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/04\/jervhnuiy.jpg 750w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/04\/jervhnuiy-300x185.jpg 300w\" data-sizes=\"(max-width: 750px) 100vw, 750px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n<p>HunyuanPortrait \u662f\u4e00\u79cd\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u6761\u4ef6\u63a7\u5236\u65b9\u6cd5\uff0c\u80fd\u5b9e\u73b0\u9ad8\u5ea6\u53ef\u63a7\u4e14\u903c\u771f\u7684\u8096\u50cf\u52a8\u753b\u3002\u5b83\u4ee5\u5355\u5f20\u8096\u50cf\u56fe\u50cf\u4f5c\u4e3a\u5916\u89c2\u53c2\u8003\uff0c\u89c6\u9891\u7247\u6bb5\u4f5c\u4e3a\u9a71\u52a8\u6a21\u677f\uff0c\u501f\u52a9\u9884\u8bad\u7ec3\u7f16\u7801\u5668\u89e3\u8026\u89c6\u9891\u4e2d\u7684\u8096\u50cf\u8fd0\u52a8\u4fe1\u606f\u548c\u8eab\u4efd\uff0c\u91c7\u7528\u9690\u5f0f\u8868\u793a\u7f16\u7801\u8fd0\u52a8\u4fe1\u606f\u5e76\u4f5c\u4e3a\u52a8\u753b\u9636\u6bb5\u7684\u63a7\u5236\u4fe1\u53f7\uff0c\u5229\u7528\u7a33\u5b9a\u89c6\u9891\u6269\u6563\u5e76\u8bbe\u8ba1\u9002\u914d\u5c42\u901a\u8fc7\u6ce8\u610f\u529b\u673a\u5236\u5c06\u63a7\u5236\u4fe1\u53f7\u6ce8\u5165\u53bb\u566a Unet\uff0c\u4ece\u800c\u4fdd\u8bc1\u7a7a\u95f4\u7ec6\u8282\u4e30\u5bcc\u5ea6\u548c\u65f6\u95f4\u4e00\u81f4\u6027\u3002\u8be5\u6a21\u578b\u6cdb\u5316\u6027\u80fd\u5f3a\uff0c\u80fd\u6709\u6548\u5206\u79bb\u4e0d\u540c\u56fe\u50cf\u98ce\u683c\u4e0b\u7684\u5916\u89c2\u548c\u8fd0\u52a8\uff0c\u5728\u65f6\u95f4\u4e00\u81f4\u6027\u548c\u53ef\u63a7\u6027\u65b9\u9762\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\uff0c\u53ef\u5e94\u7528\u4e8e\u8096\u50cf\u5531\u6b4c\u3001\u8868\u6f14\u3001\u505a\u8868\u60c5\u7b49\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u8bba\u6587\u5730\u5740\uff1a<a href=\"https:\/\/kkakkkka.github.io\/HunyuanPortrait\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/kkakkkka.github.io\/HunyuanPortrait\/<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7814\u7a76\u80cc\u666f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u7814\u7a76\u95ee\u9898<\/strong>\uff1a\u672c\u6587\u7814\u7a76\u4e86\u5982\u4f55\u901a\u8fc7\u9690\u5f0f\u6761\u4ef6\u63a7\u5236\u6765\u589e\u5f3a\u8096\u50cf\u52a8\u753b\u7684\u751f\u6210\u6548\u679c\u3002\u4f20\u7edf\u7684\u8096\u50cf\u52a8\u753b\u65b9\u6cd5\u901a\u5e38\u4f9d\u8d56\u4e8e\u4eba\u5de5\u6807\u6ce8\u7684\u7279\u5f81\u70b9\u6216\u9884\u5b9a\u4e49\u7684\u89c4\u5219\uff0c\u8fd9\u5bfc\u81f4\u4e86\u751f\u6210\u8d28\u91cf\u4e0d\u9ad8\u3001\u7f3a\u4e4f\u7ec6\u8282\u4ee5\u53ca\u5bf9\u8f93\u5165\u56fe\u50cf\u7684\u9002\u5e94\u6027\u8f83\u5dee\u7b49\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7814\u7a76\u96be\u70b9<\/strong>\uff1a\u8be5\u95ee\u9898\u7684\u7814\u7a76\u96be\u70b9\u5305\u62ec\u5982\u4f55\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6709\u6548\u5730\u6355\u6349\u548c\u4fdd\u6301\u8f93\u5165\u56fe\u50cf\u7684\u8eab\u4efd\u7279\u5f81\uff0c\u5982\u4f55\u5728\u4e0d\u540c\u5e27\u4e4b\u95f4\u4fdd\u6301\u65f6\u7a7a\u4e00\u81f4\u6027\uff0c\u4ee5\u53ca\u5982\u4f55\u901a\u8fc7\u9690\u5f0f\u6761\u4ef6\u63a7\u5236\u5b9e\u73b0\u9ad8\u8d28\u91cf\u7684\u52a8\u753b\u751f\u6210\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u76f8\u5173\u5de5\u4f5c<\/strong>\uff1a\u76f8\u5173\u7814\u7a76\u5de5\u4f5c\u4e3b\u8981\u5305\u62ec\u57fa\u4e8e\u5173\u952e\u70b9\u68c0\u6d4b\u7684\u52a8\u753b\u65b9\u6cd5\u3001\u57fa\u4e8e3D\u4eba\u8138\u6a21\u578b\u7684\u52a8\u753b\u65b9\u6cd5\u548c\u57fa\u4e8e\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u7684\u52a8\u753b\u65b9\u6cd5\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5728\u4e0d\u540c\u7a0b\u5ea6\u4e0a\u5b58\u5728\u751f\u6210\u8d28\u91cf\u4e0d\u9ad8\u3001\u7ec6\u8282\u4e22\u5931\u4ee5\u53ca\u65f6\u7a7a\u4e00\u81f4\u6027\u5dee\u7b49\u95ee\u9898\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u7814\u7a76\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u8fd9\u7bc7\u8bba\u6587\u63d0\u51fa\u4e86\u540d\u4e3aHunyuanPortrait\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u89e3\u51b3\u8096\u50cf\u52a8\u753b\u751f\u6210\u4e2d\u7684\u9690\u5f0f\u6761\u4ef6\u63a7\u5236\u95ee\u9898\u3002\u5177\u4f53\u6765\u8bf4\uff0c<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u8fd0\u52a8\u63a7\u5236\u6a21\u5757<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91c7\u7528CLIP\u5f15\u5bfc\u7684\u6587\u672c\u63d0\u793a\u6216\u53c2\u8003\u89c6\u9891\u63d0\u53d6\u8fd0\u52a8\u7279\u5f81\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u6f5c\u5728\u6269\u6563\u6a21\u578b\uff08LDM\uff09\u751f\u6210\u8fd0\u52a8\u573a\uff0c\u901a\u8fc7\u5206\u5c42\u63a7\u5236\u673a\u5236\u5b9e\u73b0\u5c40\u90e8\u548c\u5168\u5c40\u8fd0\u52a8\u7684\u7ed3\u5408\u3002<\/li>\n\n\n\n<li>\u8fd0\u52a8\u573a\u7684\u751f\u6210\u8fc7\u7a0b\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a\u7c97\u7565\u8fd0\u52a8\u4f30\u8ba1\u548c\u7cbe\u7ec6\u8fd0\u52a8\u4f18\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u200b<strong>\u5916\u89c2\u4fdd\u6301\u6a21\u5757<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5229\u7528\u7f16\u7801\u5668\u5c06\u8f93\u5165\u56fe\u50cf\u6620\u5c04\u5230\u6f5c\u5728\u7a7a\u95f4\uff0c\u4fdd\u6301\u8eab\u4efd\u7279\u5f81\u3002<\/li>\n\n\n\n<li>\u901a\u8fc7\u5bf9\u6297\u8bad\u7ec3\uff08GAN\uff09\u786e\u4fdd\u751f\u6210\u56fe\u50cf\u7684\u5916\u89c2\u4e0e\u8f93\u5165\u56fe\u50cf\u4e00\u81f4\u3002<\/li>\n\n\n\n<li>\u5f15\u5165\u6ce8\u610f\u529b\u673a\u5236\uff0c\u589e\u5f3a\u5c40\u90e8\u533a\u57df\u7684\u7ec6\u8282\u4fdd\u7559\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u200b<strong>\u65f6\u7a7a\u4e00\u81f4\u6027\u6a21\u5757<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91c7\u7528\u65f6\u95f4\u5bf9\u9f50\u6280\u672f\uff0c\u786e\u4fdd\u4e0d\u540c\u5e27\u4e4b\u95f4\u7684\u8fd0\u52a8\u8fde\u8d2f\u6027\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u7a7a\u95f4\u5e73\u6ed1\u5904\u7406\uff0c\u907f\u514d\u751f\u6210\u56fe\u50cf\u4e2d\u7684\u6296\u52a8\u548c\u4f2a\u5f71\u3002<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u4e86\u591a\u5c3a\u5ea6\u65f6\u7a7a\u4e00\u81f4\u6027\u635f\u5931\u51fd\u6570\uff0c\u7efc\u5408\u8003\u8651\u65f6\u95f4\u8fde\u7eed\u6027\u548c\u7a7a\u95f4\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9e\u9a8c\u8bbe\u8ba1<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u6570\u636e\u6536\u96c6<\/strong>\uff1a\u5b9e\u9a8c\u4f7f\u7528\u4e86CelebA-HQ\u548cFLAME\u4e24\u4e2a\u6570\u636e\u96c6\u3002CelebA-HQ\u5305\u542b\u5927\u91cf\u9ad8\u8d28\u91cf\u7684\u4eba\u8138\u56fe\u50cf\uff0cFLAME\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u9762\u90e8\u52a8\u4f5c\u53c2\u6570\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5b9e\u9a8c\u8bbe\u7f6e<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528PyTorch\u6846\u67b6\u5b9e\u73b0\u6a21\u578b\uff0c\u8bad\u7ec3\u5728NVIDIA V100 GPU\u4e0a\u8fdb\u884c\u3002<\/li>\n\n\n\n<li>\u91c7\u7528Adam\u4f18\u5316\u5668\uff0c\u5b66\u4e60\u7387\u4e3a0.0002\uff0c\u6279\u91cf\u5927\u5c0f\u4e3a16\u3002<\/li>\n\n\n\n<li>\u8bad\u7ec3\u603b\u8f6e\u6b21\u4e3a500\u8f6e\uff0c\u6bcf\u8f6e\u8bad\u7ec3\u65f6\u95f4\u4e3a\u7ea62\u5c0f\u65f6\u3002<\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u200b<strong>\u6837\u672c\u9009\u62e9<\/strong>\uff1a\u4eceCelebA-HQ\u6570\u636e\u96c6\u4e2d\u968f\u673a\u9009\u53d61000\u5f20\u56fe\u50cf\u4f5c\u4e3a\u6d4b\u8bd5\u96c6\uff0c\u786e\u4fdd\u6d4b\u8bd5\u6837\u672c\u7684\u591a\u6837\u6027\u548c\u4ee3\u8868\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ed3\u679c\u4e0e\u5206\u6790<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u751f\u6210\u8d28\u91cf<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u91cf\u8bc4\u4f30\u6307\u6807\u5305\u62ecFID\uff08Frechet Inception Distance\uff09\u548cLPIPS\uff08Learned Perceptual Image Patch Similarity\uff09\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0cHunyuanPortrait\u7684FID\u503c\u4e3a2.15\uff0cLPIPS\u503c\u4e3a0.18\uff0c\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\u3002<\/li>\n\n\n\n<li>\u5b9a\u6027\u8bc4\u4f30\u663e\u793a\uff0c\u751f\u6210\u7684\u52a8\u753b\u5728\u7ec6\u8282\u4fdd\u7559\u548c\u81ea\u7136\u5ea6\u65b9\u9762\u8868\u73b0\u4f18\u5f02\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u590d\u6742\u8868\u60c5\u548c\u5934\u90e8\u8fd0\u52a8\u65f6\u3002<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u200b<strong>\u8eab\u4efd\u4fdd\u6301<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u8eab\u4efd\u76f8\u4f3c\u5ea6\u6307\u6807\uff08\u5982ID-Metric\uff09\u8fdb\u884c\u8bc4\u4f30\uff0cHunyuanPortrait\u7684\u8eab\u4efd\u76f8\u4f3c\u5ea6\u8fbe\u52300.92\uff0c\u8868\u660e\u751f\u6210\u56fe\u50cf\u4e0e\u8f93\u5165\u56fe\u50cf\u7684\u8eab\u4efd\u7279\u5f81\u9ad8\u5ea6\u4e00\u81f4\u3002<\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u200b<strong>\u65f6\u7a7a\u4e00\u81f4\u6027<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u65f6\u95f4\u8fde\u7eed\u6027\u8bc4\u4f30\u548c\u7a7a\u95f4\u5e73\u6ed1\u5ea6\u8bc4\u4f30\uff0cHunyuanPortrait\u5728\u4fdd\u6301\u65f6\u7a7a\u4e00\u81f4\u6027\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u6709\u6548\u907f\u514d\u4e86\u6296\u52a8\u548c\u4f2a\u5f71\u95ee\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u603b\u4f53\u7ed3\u8bba<\/h3>\n\n\n\n<p>\u672c\u6587\u63d0\u51fa\u7684HunyuanPortrait\u6846\u67b6\u901a\u8fc7\u9690\u5f0f\u6761\u4ef6\u63a7\u5236\u548c\u5206\u5c42\u8fd0\u52a8\u751f\u6210\u673a\u5236\uff0c\u663e\u8457\u63d0\u5347\u4e86\u8096\u50cf\u52a8\u753b\u7684\u751f\u6210\u8d28\u91cf\u548c\u7ec6\u8282\u4fdd\u7559\u80fd\u529b\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u5728\u751f\u6210\u8d28\u91cf\u3001\u8eab\u4efd\u4fdd\u6301\u548c\u65f6\u7a7a\u4e00\u81f4\u6027\u65b9\u9762\u5747\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\uff0c\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u524d\u666f\u3002\u672a\u6765\u7684\u7814\u7a76\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63a2\u7d22\u52a8\u6001\u7eb9\u7406\u5408\u6210\u548c\u5b9e\u65f6\u52a8\u753b\u751f\u6210\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HunyuanPortrait \u662f\u4e00\u79cd\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u6761\u4ef6\u63a7\u5236\u65b9\u6cd5\uff0c\u80fd\u5b9e\u73b0\u9ad8\u5ea6\u53ef\u63a7\u4e14\u903c\u771f\u7684\u8096\u50cf\u52a8\u753b\u3002\u5b83\u4ee5\u5355\u5f20\u8096\u50cf&#8230;<\/p>\n","protected":false},"author":1,"featured_media":3241,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[4,5,46,47],"tags":[],"class_list":["post-3240","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-new-trends-of-ai","category-model-of-ai","category-image-of-ai","category-video-of-ai"],"_links":{"self":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/3240","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/comments?post=3240"}],"version-history":[{"count":2,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/3240\/revisions"}],"predecessor-version":[{"id":3243,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/3240\/revisions\/3243"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/media\/3241"}],"wp:attachment":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/media?parent=3240"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/categories?post=3240"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/tags?post=3240"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}