{"id":20291,"date":"2025-08-06T12:17:43","date_gmt":"2025-08-06T04:17:43","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/20291.html"},"modified":"2025-08-06T12:17:57","modified_gmt":"2025-08-06T04:17:57","slug":"segment-anything-model%ef%bc%88sam%ef%bc%89","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/en\/sites\/20291.html","title":{"rendered":"Segment Anything Model (SAM)"},"content":{"rendered":"<div>AI\u5de5\u5177\u6df1\u5ea6\u62a5\u9053\uff1aSegment Anything Model\uff08SAM\uff09\u5168\u9762\u89e3\u6790<\/div>\n\n\n\n<div>\u8fd1\u5e74\u6765\uff0cAI\u8bad\u7ec3\u6a21\u578b\u65e5\u65b0\u6708\u5f02\uff0c\u5176\u4e2d\u7531Meta AI\u53d1\u5e03\u7684<strong>Segment Anything Model (SAM)<\/strong> \u2014\u2014 <a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Official platform<\/a> \u2014\u2014 \u5728\u56fe\u50cf\u5206\u5272\u9886\u57df\u5f15\u53d1\u4e86\u5e7f\u6cdb\u5173\u6ce8\u3002\u672c\u7bc7\u65b0\u95fb\u5c06\u7cfb\u7edf\u68b3\u7406Segment Anything Model\uff08SAM\uff09\u7684\u6838\u5fc3\u529f\u80fd\u3001\u4ef7\u683c\u4e0e\u65b9\u6848\u3001\u4f7f\u7528\u65b9\u6cd5\u3001\u9002\u7528\u4eba\u7fa4\uff0c\u4ee5\u53ca\u76f8\u5173\u5e38\u89c1\u95ee\u9898\u548c\u884c\u4e1a\u5f71\u54cd\u3002\u6587\u7ae0\u5c06\u4ee5<strong>\u52a0\u7c97<\/strong>\u5f62\u5f0f\u7a81\u51fa\u91cd\u70b9\uff0c\u7a7f\u63d2\u6e05\u6670\u7684\u5217\u8868\u4e0e\u8868\u683c\uff0c\u5e76\u5f15\u7528\u6743\u5a01\u94fe\u63a5\u4ee5\u4fbf\u8bfb\u8005\u8fdb\u4e00\u6b65\u6df1\u5165\u4e86\u89e3\u3002<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>\u4ec0\u4e48\u662f Segment Anything Model\uff08SAM\uff09\uff1f<\/div>\n\n\n\n<p><strong><a href=\"https:\/\/aicats.wiki\/en\/2025\/07\/02\/5583-html\/\" title=\"A collection of recommended open-source AI platforms: 5 AI tools you should definitely try in 2025.\">Segment Anything Model (SAM)<\/a><\/strong>\u662f\u7531Meta AI\uff08\u524dFacebook AI Research\uff09\u56e2\u961f\u5f00\u53d1\u7684<strong>\u901a\u7528\u578b\u56fe\u50cf\u5206\u5272\u57fa\u7840\u6a21\u578b<\/strong>\u3002\u5176\u6700\u5f15\u4eba\u77a9\u76ee\u7684\u7279\u70b9\u5728\u4e8e\uff1a<strong>\u652f\u6301\u4efb\u4f55\u7269\u4f53\u3001\u4efb\u4f55\u573a\u666f\u3001\u4efb\u4f55\u63d0\u793a\u4e0b\u7684\u5b9e\u65f6\u4ea4\u4e92\u5f0f\u5206\u5272<\/strong>\uff0c\u5e76\u51ed\u501f\u5176\u8d85\u5927\u89c4\u6a21\u8bad\u7ec3\u6570\u636e\u96c6SA-1B\u6570\u636e\uff08\u8d85\u8fc711\u4e07\u5f20\u56fe\u50cf\u300110\u4ebf\u5206\u5272\u63a9\u7801\uff09\u5728\u4e1a\u5185\u6811\u7acb\u4e86\u65b0\u6807\u6746\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Official website:<\/strong><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >segment-anything.com<\/a><\/li>\n\n\n\n<li><strong>\u5f00\u6e90\u9879\u76ee\u4ed3\u5e93\uff1a<\/strong><a href=\"https:\/\/github.com\/facebookresearch\/segment-anything\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub: facebookresearch\/segment-anything<\/a><\/li>\n\n\n\n<li><strong>AI\u8bad\u7ec3\u8bba\u6587\uff1a<\/strong><a href=\"https:\/\/arxiv.org\/abs\/2304.02643\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >arXiv:2304.02643<\/a><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8be5\u9879\u76ee\u4e0d\u4ec5\u5f00\u653e\u4e86\u6743\u5a01\u6a21\u578b\u6743\u91cd\u3001\u8be6\u7ec6\u7684SDK\u548cDemo\u7f51\u7ad9\uff0c\u8fd8\u53d1\u5e03\u4e86\u89c6\u89c9\u5206\u5272\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u6570\u636e\u96c6\uff0c\u5bf9\u5e94\u7528\u548c\u5b66\u754c\u90fd\u5e26\u6765\u4e86\u5de8\u5927\u63a8\u52a8\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>Segment Anything Model\uff08SAM\uff09\u7684\u4e3b\u8981\u529f\u80fd<\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-167.png\" alt=\"AI\u8bad\u7ec3\u8bba\u6587\" class=\"wp-image-22658\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"arXiv:2304.02643\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >AI\u8bad\u7ec3\u8bba\u6587<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u652f\u6301\u63d0\u793a\u9a71\u52a8\u7684\u5206\u5272\uff08Promptable Segmentation\uff09<\/strong><\/h3>\n\n\n\n<p>SAM\u80fd\u591f\u63a5\u53d7\u4e0d\u540c\u7c7b\u578b\u7684\u63d0\u793a\uff08\u5982<strong>\u70b9\u9009\u3001\u6846\u9009\u3001\u7c97\u7565\u63a9\u7801\u7b49<\/strong>\uff09\u6765\u5b9e\u73b0\u7075\u6d3b\u7684\u5206\u5272\uff0c\u8fd9\u4e00\u65b9\u5f0f\u6781\u5927\u63d0\u5347\u4e86\u7528\u6237\u4ea4\u4e92\u4f53\u9a8c\u4e0e\u6a21\u578b\u9002\u5e94\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>\u5e38\u89c1\u63d0\u793a\u7c7b\u578b\u5982\u4e0b\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u70b9\u9009\uff08\u70b9Prompt\uff09<\/strong>\uff1a\u901a\u8fc7\u70b9\u51fb\u56fe\u50cf\u4e2d\u7684\u4e00\u70b9\uff0c\u5b9e\u73b0\u76ee\u6807\u533a\u5206\u5272<\/li>\n\n\n\n<li><strong>\u6846\u9009\uff08Box Prompt\uff09<\/strong>\uff1a\u7ed8\u5236\u4e00\u4e2a\u77e9\u5f62\u6846\uff0c\u6a21\u578b\u8bc6\u522b\u6846\u5185\u76ee\u6807<\/li>\n\n\n\n<li><strong>\u63a9\u7801\uff08Mask Prompt\uff09<\/strong>\uff1a\u7c97\u7565\u52fe\u753b\u611f\u5174\u8da3\u533a\u57df\uff0cAI\u7ec6\u5316\u4e3a\u7cbe\u786e\u5206\u5272<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u96f6\u6837\u672c\u6cdb\u5316\uff08Zero-Shot Generalization\uff09<\/strong><\/h3>\n\n\n\n<p><strong>SAM\u91c7\u7528\u5927\u89c4\u6a21\u3001\u591a\u7c7b\u578b\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u5177\u5907\u51fa\u8272\u7684\u96f6\u6837\u672c\u80fd\u529b<\/strong>\uff0c\u53ef\u4ee5\u5728\u4ece\u672a\u89c1\u8fc7\u7684\u56fe\u50cf\u6216\u7269\u4f53\u7c7b\u522b\u4e0a\u81ea\u52a8\u5b9e\u73b0\u51c6\u786e\u5206\u5272\uff0c\u65e0\u9700\u4e13\u95e8\u201c\u5fae\u8c03\u201d\u6216\u7ee7\u7eed\u8bad\u7ec3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u591a\u6a21\u578b\u7248\u672c\u652f\u6301<\/strong><\/h3>\n\n\n\n<p>SAM\u63d0\u4f9b\u4e0d\u540c\u89c4\u6a21\u7684\u6a21\u578b\uff08\u5982ViT-B\u3001ViT-L\u3001ViT-H\uff09\uff0c\u4ee5\u9002\u914d\u4e0d\u540c\u7684<strong>\u7b97\u529b\u73af\u5883\u548c\u5206\u5272\u7cbe\u5ea6\u9700\u6c42<\/strong>\uff0c\u652f\u6301\u7406\u60f3\u7684\u5f39\u6027\u90e8\u7f72\u3002<\/p>\n\n\n\n<p><strong>\u5e38\u89c1\u6a21\u578b\u6027\u80fd\u5bf9\u6bd4\u8868<\/strong>\uff08\u6765\u81ea<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything#model-checkpoints\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9GitHub<\/a>\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-168.png\" alt=\"gihub\u6570\u636e\u5c55\u793a\" class=\"wp-image-22661\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything#model-checkpoints\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >gihub\u6570\u636e\u5c55\u793a<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Model<\/th><th>\u5c3a\u5bf8<\/th><th>Applicable Scenarios<\/th><th>\u63a8\u7406\u901f\u5ea6<\/th><th>\u6743\u91cd\u4e0b\u8f7d<\/th><\/tr><\/thead><tbody><tr><td>ViT-H (Huge)<\/td><td>\u6700\u5927<\/td><td>\u6700\u4f73\u7cbe\u5ea6\uff0c\u9700\u9ad8\u7b97\u529b<\/td><td>Slower<\/td><td><a href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_h_4b8939.pth\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6743\u91cd\u4e0b\u8f7d<\/a><\/td><\/tr><tr><td>ViT-L (Large)<\/td><td>\u8f83\u5927<\/td><td>\u7cbe\u5ea6\u4e0e\u901f\u5ea6\u5747\u8861<\/td><td>medium<\/td><td><a href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_l_0b3195.pth\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6743\u91cd\u4e0b\u8f7d<\/a><\/td><\/tr><tr><td>ViT-B (Base)<\/td><td>Base<\/td><td>\u9002\u5408\u5feb\u901f\u5e94\u7528\u3001\u8f7b\u7b97\u529b\u573a\u666f<\/td><td>\u5feb<\/td><td><a href=\"https:\/\/dl.fbaipublicfiles.com\/segment_anything\/sam_vit_b_01ec64.pth\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6743\u91cd\u4e0b\u8f7d<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u9ad8\u8d28\u91cf\u5206\u5272\u63a9\u7801\u8f93\u51fa<\/strong><\/h3>\n\n\n\n<p>\u901a\u8fc7Transformer\u67b6\u6784\u4e0e\u591a\u5c3a\u5ea6\u89c6\u89c9\u7279\u5f81\u878d\u5408\uff0c<strong>SAM\u80fd\u591f\u81ea\u52a8\u751f\u6210\u7cbe\u7ec6\u7684\u5206\u5272\u63a9\u7801\uff0c\u8fb9\u754c\u6e05\u6670\u53ef\u7528<\/strong>\uff0c\u663e\u8457\u51cf\u5c11\u540e\u671f\u4eba\u5de5\u4fee\u6b63\u8d1f\u62c5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. \u4ea4\u4e92\u5f0fWeb Demo\u4e0eAPI<\/strong><\/h3>\n\n\n\n<p>\u9664\u4e86\u5e38\u89c4SDK\uff0cSAM\u5b98\u65b9\u8fd8\u63d0\u4f9b\u4e86<a href=\"https:\/\/segment-anything.com\/demo\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u7f51\u9875\u7248Demo<\/a>\u548cRESTful API\uff0c\u65b9\u4fbf\u4e0d\u540c\u80cc\u666f\u7684\u7528\u6237\u5feb\u901f\u8bd5\u7528\u548c\u96c6\u6210\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u66f4\u591a\u5185\u5bb9\u4e0e\u6f14\u793a\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/segment-anything.com\/demo\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SAM\u5b98\u65b9Demo\u9875\u9762<\/a>\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>Segment Anything Model\uff08SAM\uff09\u7684\u4ef7\u683c &amp; \u65b9\u6848<\/div>\n\n\n\n<p>\u76ee\u524d\uff0cSAM\u9879\u76ee\u672c\u8eab<strong>\u5b8c\u5168\u5f00\u6e90\u4e14\u514d\u8d39<\/strong>\u3002Meta\u56e2\u961f\u5f00\u6e90\u4e86\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u4ee3\u7801\u548c\u793a\u4f8b\uff0c\u4e16\u754c\u5404\u5730\u5f00\u53d1\u8005\u548c\u5b66\u8005\u5747\u53ef\u514d\u8d39\u4e0b\u8f7d\u548c\u7814\u7a76<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything\/blob\/main\/LICENSE\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\uff08\u5f00\u6e90\u534f\u8bae\u8be6\u60c5\uff09<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-169.png\" alt=\"\u5f00\u6e90\u534f\u8bae\u8be6\u60c5\" class=\"wp-image-22664\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything\/blob\/main\/LICENSE\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5f00\u6e90\u534f\u8bae\u8be6\u60c5<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u8868\uff1aSAM\u5b98\u65b9\u4ef7\u683c\u4e0e\u65b9\u6848<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Solution\/Version<\/th><th>Fee details<\/th><th>Main content<\/th><th>illustrate<\/th><\/tr><\/thead><tbody><tr><td>\u57fa\u7840SAM\u6a21\u578b<\/td><td>free<\/td><td>\u8bad\u7ec3\u6743\u91cd\u3001\u6e90\u7801\u3001Demo\u3001\u6570\u636e\u96c6<\/td><td>\u9700\u81ea\u6709\u7b97\u529b\u73af\u5883\u90e8\u7f72<\/td><\/tr><tr><td>Web DEMO<\/td><td>free<\/td><td><a href=\"https:\/\/segment-anything.com\/demo\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5728\u7ebf\u9875\u9762<\/a>\u6216API<\/td><td>\u4e0d\u4fdd\u8bc1\u5927\u89c4\u6a21\u9ad8\u5e76\u53d1<\/td><\/tr><tr><td>\u5546\u4e1a\u6269\u5c55<\/td><td>Pending<\/td><td>\u7b2c\u4e09\u65b9\u4e91\u63a8\u7406\u3001\u4f01\u4e1a\u652f\u6301<\/td><td>Meta\u6682\u65e0\u76f4\u63a5\u5546\u7528SaaS\u4ea7\u54c1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Remark:<\/strong> \u5982\u9700\u6c42\u5927\u89c4\u6a21\u7ebf\u4e0aAPI\u63a8\u7406\uff0c\u63a8\u8350\u8003\u8651\u7b2c\u4e09\u65b9\u4e91AI\u516c\u53f8\uff08\u5982AWS\u3001Azure\u3001Huggingface\uff09\u4e0a\u90e8\u7f72\uff0c\u8d39\u7528\u89c6\u5177\u4f53\u5382\u5546\u4e0e\u914d\u7f6e\uff0c\u8be6\u60c5\u53ef\u53c2\u8003<a href=\"https:\/\/huggingface.co\/spaces\/facebook\/segment-anything\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Huggingface Hub SAM\u90e8\u7f72<\/a>\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>\u5982\u4f55\u4f7f\u7528 Segment Anything Model\uff08SAM\uff09<\/div>\n\n\n\n<p>SAM\u5b98\u65b9\u6587\u6863\u548c\u793e\u533a\u6559\u7a0b\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u591a\u6837\u7684<strong>\u672c\u5730\u90e8\u7f72\u4e0eAPI\u63a5\u53e3<\/strong>\u9009\u62e9\u3002\u57fa\u672c\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><strong>A. \u5b89\u88c5\u4e0e\u73af\u5883\u51c6\u5907<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u83b7\u53d6\u6e90\u7801\u548c\u6743\u91cd<\/strong><br><!--wp-compress-html--><!--wp-compress-html no compression-->\n<pre><code>git clone https:\/\/github.com\/facebookresearch\/segment-anything.git<\/code><\/pre>\n<!--wp-compress-html no compression--><!--wp-compress-html--><br><p>\u6309\u9700\u4e0b\u8f7dViT-B\/L\/H\u6743\u91cd\u6587\u4ef6\u3002<\/p><br><\/li>\n\n\n\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u5305<\/strong><br><!--wp-compress-html--><!--wp-compress-html no compression-->\n<pre><code>pip install -e segment-anything<\/code><\/pre>\n<!--wp-compress-html no compression--><!--wp-compress-html--><br><\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-170.jpg\" alt=\"Huggingface Hub SAM\u90e8\u7f72\" class=\"wp-image-22667\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/huggingface.co\/spaces\/facebook\/segment-anything\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Huggingface Hub SAM\u90e8\u7f72<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>B. Python\u8c03\u7528\u6837\u4f8b<\/strong><\/p>\n\n\n\n<!--wp-compress-html--><!--wp-compress-html no compression-->\n<pre class=\"wp-block-code\"><code>from segment_anything import SamPredictor, sam_model_registry\n\ncheckpoint = \".\/sam_vit_b_01ec64.pth\"\nsam = sam_model_registry&#91;\"vit_b\"](checkpoint=checkpoint) # \u9009\u62e9\u6a21\u578b\u7c7b\u578b\npredictor = SamPredictor(sam)\n\n# \u52a0\u8f7d\u56fe\u7247\nimport cv2\nimage = cv2.imread('path\/to\/image.jpg')\npredictor.set_image(image)\n\n# \u4ee5\u70b9\/\u6846\u63d0\u793a\u8fdb\u884c\u5206\u5272\ninput_point = &#91;&#91;100, 150]]  # &#91;(x, y)]\ninput_label = &#91;1]           # 1\u4e3a\u524d\u666f\u70b9\nmasks, scores, logits = predictor.predict(\n    point_coords=input_point,\n    point_labels=input_label,\n    multimask_output=True\n)<\/code><\/pre>\n<!--wp-compress-html no compression--><!--wp-compress-html-->\n\n\n\n<p><strong>C. Web DEMO\u5728\u7ebf\u5206\u5272<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-170-1.jpg\" alt=\"Segment Anything Demo\" class=\"wp-image-22670\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/segment-anything.com\/demo\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Segment Anything Demo<\/a><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Direct access<a href=\"https:\/\/segment-anything.com\/demo\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Segment Anything Demo<\/a><\/li>\n\n\n\n<li>\u4e0a\u4f20\u56fe\u7247\uff0c\u9009\u62e9\u201c\u70b9\u9009\u201d\u6216\u201c\u6846\u9009\u201d\u5de5\u5177\uff0c\u83b7\u5f97\u5206\u5272\u7ed3\u679c<\/li>\n<\/ul>\n\n\n\n<p><strong>D. \u96c6\u6210Label Studio\u6570\u636e\u6807\u6ce8<\/strong><br>SAM\u5df2\u88ab\u96c6\u6210\u5230\u4e3b\u6d41\u7684\u5f00\u6e90\u6807\u6ce8\u5e73\u53f0<a href=\"https:\/\/labelstud.io\/blog\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Label Studio<\/a>\u4e4b\u4e2d\uff0c\u5927\u5e45\u63d0\u5347\u6570\u636e\u6807\u6ce8\u6548\u7387\u3002\u5177\u4f53\u6b65\u9aa4\u53ef\u53c2\u89c1<a href=\"https:\/\/labelstud.io\/blog\/segment-anything-label-studio#using-the-sam-ml-backend\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u96c6\u6210\u6559\u7a0b<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>Segment Anything Model\uff08SAM\uff09\u7684\u9002\u7528\u4eba\u7fa4<\/div>\n\n\n\n<p><strong>SAM\u7684\u72ec\u521b\u8bbe\u8ba1\uff0c\u4f7f\u5176\u9002\u914d\u8303\u56f4\u975e\u5e38\u5e7f\u6cdb\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\/\u89c6\u89c9\u7814\u7a76\u4eba\u5458<\/strong>\uff1a\u7528\u4e8e\u63a2\u7d22\u201c\u96f6\u6837\u672c\u6cdb\u5316\u201d\uff0c\u653b\u514b\u591a\u7c7b\u522b\/\u5c11\u6837\u672c\u7b49\u5b66\u672f\u96be\u9898<\/li>\n\n\n\n<li><strong>\u8ba1\u7b97\u673a\u89c6\u89c9\/\u56fe\u50cf\u8bc6\u522b\u5de5\u7a0b\u5e08<\/strong>\uff1a\u5927\u5e45\u63d0\u5347\u81ea\u52a8\/\u534a\u81ea\u52a8\u6807\u6ce8\u3001\u5206\u5272\u65b9\u6848\u7684\u6548\u7387\u4e0e\u51c6\u786e\u6027<\/li>\n\n\n\n<li><strong>\u533b\u7597\u56fe\u50cf\u5206\u6790\/\u751f\u7269\u4fe1\u606f\u5b66\u4e13\u5bb6<\/strong>\uff1a\u65e0\u9700\u590d\u6742\u8c03\u4f18\u5373\u53ef\u7528\u4e8e\u7ec6\u80de\u3001\u7ec4\u7ec7\u5207\u5272\u7b49\uff0c\u8282\u7701\u9886\u57df\u9002\u914d\u6210\u672c<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u5236\u9020\/\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u56e2\u961f<\/strong>\uff1a\u5feb\u901f\u5b9e\u73b0\u591a\u573a\u666f\u573a\u666f\u7269\u4f53\u5206\u5272\uff0c\u4e3a\u540e\u7eed\u611f\u77e5\u6216\u4e0a\u6e38AI\u4efb\u52a1\u4f18\u5316\u6570\u636e<\/li>\n\n\n\n<li><strong>AI\u6570\u636e\u670d\u52a1\u516c\u53f8<\/strong>\uff1a\u901a\u8fc7SAM\u5728Label Studio\u7b49\u5e73\u53f0\u96c6\u6210\uff0c\u4e3a\u5ba2\u6237\u6253\u9020\u81ea\u52a8\u5316\u6279\u91cf\u6807\u6ce8\u6d41\u6c34\u7ebf<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9002\u7528\u884c\u4e1a\u573a\u666f\u4e3e\u4f8b\u8868<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Application areas<\/th><th>Specific scenarios<\/th><th>SAM\u7684\u4f18\u52bf<\/th><\/tr><\/thead><tbody><tr><td>Healthcare<\/td><td>\u75c5\u7406\u5207\u7247\u3001X\u5149\/CT\u5206\u5272<\/td><td>\u53ef\u81ea\u52a8\u5206\u5272\u5f02\u5e38\u3001\u754c\u9762\u6e05\u6670<\/td><\/tr><tr><td>autonomous driving<\/td><td>\u57ce\u5e02\u8857\u666f\/\u8def\u9762\u7269\u4f53\u8bc6\u522b<\/td><td>\u9c81\u68d2\u6cdb\u5316\uff0c\u591a\u6761\u4ef6\u652f\u6301<\/td><\/tr><tr><td>AR\/VR<\/td><td>\u589e\u5f3a\u73b0\u5b9e\u7269\u4f53\u5b9e\u65f6\u201c\u62a0\u56fe\u201d<\/td><td>\u79d2\u7ea7\u54cd\u5e94\uff0c\u4f53\u9a8c\u6d41\u7545<\/td><\/tr><tr><td>Content creation<\/td><td>\u56fe\u50cf\u7f16\u8f91\u3001\u6362\u80cc\u666f\u3001\u827a\u672f\u52a0\u5de5<\/td><td>\u8fb9\u754c\u5904\u7406\u6781\u5176\u81ea\u7136<\/td><\/tr><tr><td>Data labeling<\/td><td>\u6d77\u91cf\u534a\u81ea\u52a8\u63a9\u7801\u6807\u6ce8<\/td><td>\u6781\u5927\u964d\u4f4e\u4eba\u5de5\u6210\u672c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-170.png\" alt=\"Label Studio\u96c6\u6210\" class=\"wp-image-22676\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/labelstud.io\/blog\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Label Studio<\/a>integrated<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>\u6df1\u5ea6\u89e3\u8bfb\uff1a\u6280\u672f\u67b6\u6784\u4e0e\u521b\u65b0\u70b9<\/div>\n\n\n\n<p>SAM\u4e4b\u6240\u4ee5\u80fd\u5b9e\u73b0<strong>\u201cSegment Anything\uff08\u4efb\u610f\u5206\u5272\uff09\u201d<\/strong>\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u4ee5\u4e0b\u4e09\u5927\u521b\u65b0\u6a21\u5757\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Image Encoder\uff08\u56fe\u50cf\u7f16\u7801\u5668\uff09<\/strong>\uff1a\u91c7\u7528\u5927\u89c4\u6a21Vision Transformer\u67b6\u6784\uff0c\u6709\u6548\u63d0\u53d6\u56fe\u7247\u7684\u9ad8\u7ef4\u7279\u5f81\uff0c\u4e3a\u5206\u5272\u63d0\u4f9b\u57fa\u7840<\/li>\n\n\n\n<li><strong>Prompt Encoder\uff08\u63d0\u793a\u7f16\u7801\u5668\uff09<\/strong>\uff1a\u65e0\u8bba\u662f\u70b9\u3001\u6846\u3001\u63a9\u7801\u8fd8\u662f\u540e\u7eed\u53ef\u6269\u5c55\u7684\u2018\u6587\u672c\u2019\u63d0\u793a\uff0c\u5747\u53ef\u5f97\u5230\u76f8\u5e94\u7279\u5f81\u5411\u91cf<\/li>\n\n\n\n<li><strong>Mask Decoder\uff08\u63a9\u7801\u89e3\u7801\u5668\uff09<\/strong>\uff1a\u9ad8\u6548\u63a8\u7406\u751f\u6210\u591a\u6837\u3001\u6e05\u6670\u7684\u5206\u5272\u63a9\u7801\uff0c\u5177\u5907\u6a21\u578b\u5185\u7f6e\u4fe1\u606f\u71b5\u8bc4\u4f30\uff08\u53ef\u8f93\u51fa\u591a\u4e2a\u5907\u9009\u63a9\u7801\uff09<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/2304.02643\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u9605\u8bfb\u539f\u8bba\u6587\u8be6\u7ec6\u6280\u672f\u65b9\u6848<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>## \u884c\u4e1a\u5bf9\u6807\uff1aSAM VS \u4f20\u7edf\u5206\u5272\u6a21\u578b<\/div>\n\n\n\n<p>\u591a\u5e74\u6765\uff0c\u5206\u5272\u9886\u57df\u4e3b\u6d41\u4f9d\u7136\u662fU-Net\u3001Mask R-CNN\u3001DeepLab\u7b49\uff0c\u4f46\u5b83\u4eec\u666e\u904d\u5b58\u5728\u6cdb\u5316\u80fd\u529b\u5f31\u3001\u6210\u672c\u9ad8\u3001\u4ea4\u4e92\u5f0f\u652f\u6301\u5dee\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p><strong>\u5bf9\u6bd4\u8868\uff1aSAM\u4e0e\u4e3b\u6d41\u5206\u5272AI\u8bad\u7ec3\u6a21\u578b<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Dimension<\/th><th>SAM (Segment Anything)<\/th><th>\u4f20\u7edf\u6a21\u578b\uff08\u5982Mask R-CNN\u7b49\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u5206\u5272\u65b9\u5f0f<\/td><td>\u652f\u6301\u201c\u63d0\u793a\u201d\u5206\u5272\/\u96f6\u6837\u672c<\/td><td>\u9700\u4e13\u95e8\u8bad\u7ec3\/\u5fae\u8c03<\/td><\/tr><tr><td>\u6cdb\u5316\u80fd\u529b<\/td><td>\u9ad8\uff0c\u652f\u6301\u672a\u77e5\u7c7b\u522b<\/td><td>\u4f4e\uff0c\u9700\u5b9a\u5411\u6807\u5b9a<\/td><\/tr><tr><td>\u8fd0\u884c\u6548\u7387<\/td><td>\u5feb\u901f\uff0c\u652f\u6301\u5b9e\u65f6\/\u4ea4\u4e92<\/td><td>\u9ad8\u7cbe\u5ea6\u6a21\u5f0f\u901f\u5ea6\u8f83\u6162<\/td><\/tr><tr><td>\u5f00\u6e90\u4fbf\u6377<\/td><td>\u5168\u5f00\u6e90\u3001\u754c\u9762&amp;API\u4e30\u5bcc<\/td><td>\u591a\u9700\u81ea\u5b9a\u4e49\u5f00\u53d1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-171.png\" alt=\"github\u5f00\u6e90\" class=\"wp-image-22679\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fgithub\u5f00\u6e90<\/figcaption><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6b32\u67e5\u770b\u66f4\u591a\u5b9e\u9645\u5bf9\u6bd4\u4e0e\u4e1a\u754c\u53cd\u9988\uff0c\u8bf7\u5173\u6ce8 <a href=\"https:\/\/huggingface.co\/spaces\/facebook\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Huggingface Segment Anything \u9875\u9762<\/a> \u7684\u5f00\u6e90\u6d4b\u8bd5\u8ba8\u8bba\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>Frequently Asked Questions<\/div>\n\n\n\n<div><strong>SAM\u8f93\u51fa\u63a9\u7801\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u8bed\u4e49\u5206\u5272\u6a21\u578b\u8bad\u7ec3\u5417\uff1f<\/strong><\/div>\n\n\n\n<p><strong>\u7b54\uff1a\u53ef\u4ee5\u3002<\/strong>SAM\u8f93\u51fa\u7684\u63a9\u7801\u9ad8\u8d28\u91cf\u3001\u8fb9\u754c\u6e05\u6670\uff0c\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u4e0b\u6e38\u8bed\u4e49\u5206\u5272\u3001\u5b9e\u4f8b\u5206\u5272\u3001\u76ee\u6807\u68c0\u6d4b\u7b49\u4efb\u52a1\u7684\u6570\u636e\u6807\u6ce8\u6765\u6e90\u3002\u5df2\u6709\u4f17\u591a\u6570\u636e\u6807\u6ce8\u5e73\u53f0\uff08\u5982Label Studio\uff09\u5c06SAM\u96c6\u6210\u4e3a\u534a\u81ea\u52a8\u63a9\u7801\u6807\u6ce8\u5de5\u5177\uff0c\u6709\u6548\u63d0\u5347\u4e86\u8bad\u7ec3\u6570\u636e\u5236\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/labelstud.io\/blog\/segment-anything-label-studio\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Label Studio\u8c03\u7528SAM\u8be6\u7ec6\u6559\u7a0b<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div><strong>Segment Anything Model\uff08SAM\uff09\u652f\u6301\u54ea\u4e9b\u786c\u4ef6\uff1f\u5bf9\u663e\u5b58\u6709\u4f55\u8981\u6c42\uff1f<\/strong><\/div>\n\n\n\n<p><strong>answer:<\/strong>SAM\u7684\u8d44\u6e90\u6d88\u8017\u4e0e\u6a21\u578b\u7c7b\u578b\u6709\u5173\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ViT-B\uff08Base\uff09<\/strong>\u7248\uff1a8GB\u53ca\u4ee5\u4e0a\u663e\u5b58\u5373\u53ef\u8f83\u6d41\u7545\u63a8\u7406\uff1b<\/li>\n\n\n\n<li><strong>ViT-L\uff08Large\uff09\/ViT-H\uff08Huge\uff09<\/strong>\u7248\uff1a\u5efa\u8bae12GB~24GB+\u663e\u5b58<\/li>\n\n\n\n<li><strong>\u5bf9CPU\u6709\u9650\u652f\u6301<\/strong>\uff0c\u4e5f\u6709\u793e\u533a\u7248\u672c\u7684\u79fb\u52a8\u7aef\uff08MobileSAM\u7b49\uff09\u53ef\u7528\u4e8e\u4f4e\u7b97\u529b\u73af\u5883\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1593\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-170-2.jpg\" alt=\"\u5b98\u65b9GitHub\u8bf4\u660e\" class=\"wp-image-22675\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything#usage\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9GitHub\u8bf4\u660e<\/a><\/figcaption><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8be6\u7ec6\u90e8\u7f72\u5efa\u8bae\u89c1<a href=\"https:\/\/github.com\/facebookresearch\/segment-anything#usage\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9GitHub\u8bf4\u660e<\/a><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div><strong>\u6a21\u578b\u662f\u5426\u652f\u6301\u6587\u672c\u63d0\u793a\uff08Text Prompt\uff09\u5206\u5272\uff1f<\/strong><\/div>\n\n\n\n<p><strong>\u7b54\uff1a\u76ee\u524dSAM\u539f\u751f\u7248\u672c\u4e3b\u8981\u652f\u6301\u70b9\u3001\u6846\u3001\u63a9\u7801\u4f5c\u4e3aPrompt\uff0c\u6b63\u5728\u7814\u53d1\u6587\u672c\u63d0\u793a\u529f\u80fd\u3002<\/strong>\u4e0d\u8fc7\uff0c\u4e1a\u754c\u5df2\u6709\u56e2\u961f\u5c06CLIP\u7b49\u6587\u672c-\u89c6\u89c9\u6a21\u578b\u4e0eSAM\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e86\u201c\u6587\u672c\u81ea\u52a8\u5206\u5272\u201d\u80fd\u529b\uff0c\u76f8\u5173\u6210\u679c\u5728<a href=\"https:\/\/github.com\/fudan-zvg\/Semantic-Segment-Anything\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Semantic Segment Anything (SSA)<\/a>\u548c<a href=\"https:\/\/github.com\/luodian\/Segment-Everything-Everywhere-All-At-Once\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >CLIP-SAM<\/a>\u7b49\u9879\u76ee\u4e2d\u6709\u6f14\u793a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div><strong>\u5b98\u65b9\u53ca\u793e\u533a\u76f8\u5173\u94fe\u63a5<\/strong><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/segment-anything.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SAM\u5b98\u65b9\u4e3b\u9875<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai.meta.com\/research\/publications\/segment-anything\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Meta\u5b98\u65b9\u535a\u5ba2<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai.meta.com\/datasets\/segment-anything\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SA-1B\u5f00\u653e\u6570\u636e\u96c6\u4ecb\u7ecd<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/learnopencv.com\/segment-anything\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6559\u5b66\u6587\u7ae0 LearnOpenCV\uff1a\u300aSegment Anything \u2013 A Foundation Model for Image Segmentation\u300b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/labelstud.io\/blog\/segment-anything-label-studio\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Label Studio\u96c6\u6210\u6848\u4f8b\u535a\u5ba2<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div>along with<strong>Segment Anything Model (SAM)<\/strong>\u7684\u666e\u53ca\uff0c\u65e0\u8bba\u7814\u7a76\u8005\u8fd8\u662f\u4e00\u7ebf\u5de5\u7a0b\u5e08\uff0c\u90fd\u80fd\u4ee5\u6781\u4f4e\u95e8\u69db\u4f53\u9a8c\u5168\u7403\u9886\u5148\u7684\u5206\u5272AI\u8bad\u7ec3\u6a21\u578b\uff0c\u5feb\u901f\u63d0\u5347\u9879\u76ee\u751f\u4ea7\u529b\u3002\u9762\u5bf9\u56fe\u50cf\u5206\u5272\u7684\u591a\u5143\u9700\u6c42\u3001\u8de8\u9886\u57df\u6cdb\u5316\u6311\u6218\uff0c\u4ee5\u53ca\u6570\u636e\u6807\u6ce8\u81ea\u52a8\u5316\u7684\u6301\u7eed\u7206\u53d1\uff0cSAM\u6b63\u4ee5\u5f00\u6e90\u3001\u5f3a\u5927\u3001\u7075\u6d3b\u7684\u65b9\u5f0f\uff0c\u6210\u4e3a\u63a8\u52a8\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0b\u4e00\u4e2a\u5341\u5e74\u7684\u5907\u9009\u6838\u5fc3\u5f15\u64ce\u4e4b\u4e00\u3002<\/div>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,664,708,857,687],"favorites":[577],"class_list":{"0":"post-20291","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","10":"favorites-ai-models"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20291","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/comments?post=20291"}],"version-history":[{"count":2,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20291\/revisions"}],"predecessor-version":[{"id":22684,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sites\/20291\/revisions\/22684"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/media?parent=20291"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/content_visibility?post=20291"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/sitetag?post=20291"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/en\/wp-json\/wp\/v2\/favorites?post=20291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}