{"id":940,"date":"2026-08-20T07:03:09","date_gmt":"2026-08-19T23:03:09","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/08\/20\/%e6%9c%ac%e5%9c%b0-ai-%e7%9b%b8%e5%86%8c%e7%9a%84%e5%8f%a6%e4%b8%80%e6%9d%a1%e8%b7%af%ef%bc%9afacevault-%e6%8a%8a%e4%ba%ba%e8%84%b8%e8%af%86%e5%88%ab%e7%95%99%e5%9c%a8%e5%ae%b6%e9%87%8c\/"},"modified":"2026-08-20T07:03:34","modified_gmt":"2026-08-19T23:03:34","slug":"%e6%9c%ac%e5%9c%b0-ai-%e7%9b%b8%e5%86%8c%e7%9a%84%e5%8f%a6%e4%b8%80%e6%9d%a1%e8%b7%af%ef%bc%9afacevault-%e6%8a%8a%e4%ba%ba%e8%84%b8%e8%af%86%e5%88%ab%e7%95%99%e5%9c%a8%e5%ae%b6%e9%87%8c","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/08\/20\/%e6%9c%ac%e5%9c%b0-ai-%e7%9b%b8%e5%86%8c%e7%9a%84%e5%8f%a6%e4%b8%80%e6%9d%a1%e8%b7%af%ef%bc%9afacevault-%e6%8a%8a%e4%ba%ba%e8%84%b8%e8%af%86%e5%88%ab%e7%95%99%e5%9c%a8%e5%ae%b6%e9%87%8c\/","title":{"rendered":"\u672c\u5730 AI \u76f8\u518c\u7684\u53e6\u4e00\u6761\u8def\uff1aFaceVault \u628a\u4eba\u8138\u8bc6\u522b\u7559\u5728\u5bb6\u91cc"},"content":{"rendered":"<p>\u624b\u673a\u548c\u76f8\u673a\u91cc\u6512\u4e86\u51e0\u4e07\u5f20\u7167\u7247\uff0c\u60f3\u627e&#8221;\u53bb\u5e74\u5168\u5bb6\u5728\u6d77\u8fb9\u7684\u90a3\u5f20&#8221;\u5374\u53ea\u80fd\u9760\u8089\u773c\u7ffb\u3002\u4e91\u76f8\u518c\u80fd\u505a\u4eba\u8138\u5f52\u7c7b\uff0c\u4f46\u90a3\u662f\u628a\u5168\u5bb6\u4eba\u7684\u8138\u4ea4\u7ed9\u522b\u4eba\u3002\u6700\u8fd1\u5728 GitHub \u4e0a\u7ffb\u5230\u4e00\u4e2a\u53eb <strong>FaceVault<\/strong> \u7684\u9879\u76ee\uff0c\u601d\u8def\u633a\u76f4\u63a5\uff1a\u628a\u4eba\u8138\u8bc6\u522b\u6574\u5957\u6d41\u7a0b\u642c\u56de\u672c\u5730\uff0c\u7167\u7247\u4e0d\u51fa\u5bb6\u95e8\uff0c\u5e93\u91cc\u6709\u54ea\u4e9b\u4eba\u5c31\u8ba9\u5b83\u81ea\u5df1\u5206\u3002<\/p>\n<h2>\u5b83\u662f\u4ec0\u4e48<\/h2>\n<p>FaceVault \u662f\u4e00\u4e2a\u81ea\u6258\u7ba1\u7684\u7167\u7247\u7ba1\u7406\u7cfb\u7edf\uff0c2026 \u5e74 3 \u6708\u521a\u5f00\u6e90\uff0cMIT \u8bb8\u53ef\uff0c\u524d\u7aef TypeScript\uff08Next.js 15\uff09\u3001\u540e\u7aef Python\uff08FastAPI\uff09\u3002\u6838\u5fc3\u5356\u70b9\u5c31\u4e00\u53e5\uff1a<strong>100% \u672c\u5730\u3001\u96f6\u4e91\u4f9d\u8d56<\/strong>\u3002\u5b83\u7528\u4eba\u8138\u8bc6\u522b\u5e93 InsightFace \u505a\u68c0\u6d4b\u3001\u7528 FAISS \u505a\u5411\u91cf\u68c0\u7d22\u548c\u805a\u7c7b\uff0c\u81ea\u52a8\u628a\u7167\u7247\u6309&#8221;\u4eba&#8221;\u5f52\u5806\uff0c\u4e0d\u9700\u8981\u4f60\u624b\u52a8\u6253\u6807\u7b7e\u3002<\/p>\n<p>\u9664\u4e86\u4eba\u8138\u805a\u7c7b\uff0c\u5b83\u8fd8\u987a\u624b\u505a\u4e86\u51e0\u4ef6\u4e8b\uff1a\u667a\u80fd\u53bb\u91cd\u3001\u4e0a\u4f20\u4e00\u5f20\u4eba\u8138\u7167\u7247\u5c31\u80fd\u53cd\u8fc7\u6765\u641c\u5168\u5e93\u91cc\u6240\u6709\u6709\u8fd9\u4e2a\u4eba\u7684\u56fe\u3001\u901a\u8fc7\u4e8c\u7ef4\u7801\u9080\u8bf7\u94fe\u63a5\u628a\u76f8\u518c\u5206\u4eab\u7ed9\u5bb6\u4eba\u670b\u53cb\u3002\u5b98\u65b9\u5f3a\u8c03\u6240\u6709\u8fd0\u7b97\u90fd\u5728\u4f60\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u8dd1\uff0c\u6ca1\u6709\u7b2c\u4e09\u65b9\u8d26\u53f7\u3001\u6ca1\u6709\u8ba2\u9605\u3001\u6ca1\u6709\u4e0a\u4f20\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/fv-home.jpg\" alt=\"home\" \/><\/p>\n<h2>\u4e3a\u4ec0\u4e48\u503c\u5f97\u770b<\/h2>\n<p>\u5e02\u9762\u4e0a\u7684\u81ea\u6258\u7ba1\u76f8\u518c\u4e0d\u5c11\uff0c\u4f46\u591a\u6570\u7684\u4eba\u8138\/\u8bed\u4e49\u641c\u7d22\u8981\u4e48\u4f9d\u8d56\u5916\u90e8 API\uff0c\u8981\u4e48\u5f97\u81ea\u5df1\u63a5\u673a\u5668\u5b66\u4e60\u670d\u52a1\u3002FaceVault \u628a\u8fd9\u6761\u94fe\u8def\u5c01\u6b7b\u5728\u672c\u5730\uff1aInsightFace \u9996\u6b21\u8fd0\u884c\u4f1a\u4e0b\u8f7d\u4e00\u4e2a\u7ea6 500MB \u7684 <code>buffalo_l<\/code> \u6a21\u578b\u5230\u672c\u5730\u7f13\u5b58\uff0c\u4e4b\u540e\u5168\u90e8\u79bb\u7ebf\u3002\u5bf9\u4e2a\u4eba\u9690\u79c1\u515a\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740<strong>\u4f60\u7684\u8138\u3001\u4f60\u5bb6\u4eba\u7684\u8138\u3001\u4f60\u5b69\u5b50\u7684\u8138\uff0c\u4ece\u59cb\u81f3\u7ec8\u6ca1\u6709\u79bb\u5f00\u8fc7\u4f60\u7684\u786c\u76d8<\/strong>\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u89d2\u5ea6\u662f&#8221;\u5206\u4eab&#8221;\u505a\u5f97\u8f7b\u3002\u4f20\u7edf\u76f8\u518c\u8981\u5f00\u8d26\u53f7\u624d\u80fd\u7ed9\u522b\u4eba\u770b\uff0cFaceVault \u7528\u9080\u8bf7\u94fe\u63a5 + \u4e8c\u7ef4\u7801\uff0c\u5bf9\u65b9\u626b\u7801\u5c31\u80fd\u8fdb\u5bf9\u5e94\u76f8\u518c\uff0c\u540e\u7aef\u8fd8\u80fd\u8bbe\u9690\u79c1\u6a21\u5f0f\u3002\u5bf9\u6709&#8221;\u6bcf\u5e74\u7ed9\u957f\u8f88\u53d1\u4e00\u6b21\u805a\u4f1a\u7167&#8221;\u9700\u6c42\u7684\u4eba\uff0c\u6bd4\u5efa\u8d26\u53f7\u53cb\u597d\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/fv-albums-scaled.jpg\" alt=\"albums\" \/><\/p>\n<h2>\u600e\u4e48\u8dd1\u8d77\u6765<\/h2>\n<p>\u5b98\u65b9\u7ed9\u4e86\u4e24\u79cd\u59ff\u52bf\u3002\u5355\u673a\u81ea\u55e8\u6700\u7701\u4e8b\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/ArshvirSk\/FaceVault.git\ncd FaceVault\/backend\npython -m venv .venv &amp;&amp; source .venv\/bin\/activate\npip install -r requirements.txt\nuvicorn main:app --reload\n\n# \u53e6\u5f00\u7ec8\u7aef\ncd ..\/frontend &amp;&amp; npm install &amp;&amp; npm run dev<\/code><\/pre>\n<p>\u524d\u7aef\u8d70 3000 \u7aef\u53e3\uff0c\u540e\u7aef API \u5728 8000\u3002\u8981\u662f\u60f3\u8ba9\u5bb6\u91cc\u5176\u4ed6\u8bbe\u5907\u4e5f\u80fd\u8bbf\u95ee\uff0c\u628a\u540e\u7aef <code>API_URL<\/code> \u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6539\u6210\u5c40\u57df\u7f51\u5730\u5740\u5c31\u884c\u3002GPU \u52a0\u901f\u4e0d\u662f\u5fc5\u987b\u7684\u2014\u2014\u9ed8\u8ba4\u8dd1 CPU\uff0c\u60f3\u5feb\u5c31\u66ff\u6362 <code>onnxruntime<\/code> \u4e3a <code>onnxruntime-gpu<\/code> \u5e76\u88c5\u597d CUDA\u3002<\/p>\n<p><strong>\u6ce8\u610f Python \u7248\u672c<\/strong>\uff1a\u4f5c\u8005\u5b9e\u6d4b\u9501\u5b9a\u5728 3.10.x\uff083.10.11\uff09\uff0c\u7528 3.11\/3.12 \u53ef\u80fd\u8e29\u4f9d\u8d56\u5751\uff0c\u5b98\u65b9\u5efa\u8bae\u8001\u8001\u5b9e\u5b9e\u7528 3.10 \u4fdd\u5e73\u5b89\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/fv-search.jpg\" alt=\"search\" \/><\/p>\n<h2>\u6709\u4ec0\u4e48\u5751<\/h2>\n<p>\u5148\u6cfc\u76c6\u51b7\u6c34\uff0c\u522b\u62b1\u592a\u9ad8\u9884\u671f\uff1a<\/p>\n<p><strong>\u9879\u76ee\u592a\u65b0\uff0c\u51e0\u4e4e\u6ca1\u793e\u533a\u3002<\/strong> \u5199\u8fd9\u7bc7\u65f6 GitHub \u4e0a stars \u8fd8\u662f 0\uff0c\u6700\u540e\u4e00\u6b21\u4ee3\u7801\u63d0\u4ea4\u505c\u5728 2026 \u5e74 3 \u6708\u4e2d\u65ec\uff0c\u534a\u5e74\u6ca1\u52a8\u8fc7\u3002\u8fd9\u610f\u5473\u7740\u6587\u6863\u53ef\u80fd\u4e0d\u5168\u3001issue \u6ca1\u4eba\u56de\u3001\u8e29\u5751\u53ea\u80fd\u81ea\u5df1\u5543\u3002\u628a\u5b83\u5f53&#8221;\u5c1d\u9c9c\u73a9\u5177&#8221;\u53ef\u4ee5\uff0c\u522b\u6307\u671b\u5f53\u4e3b\u529b\u76f8\u518c\u3002<\/p>\n<p><strong>500MB \u6a21\u578b\u9996\u6b21\u5fc5\u4e0b\u8f7d\u3002<\/strong> \u6ca1\u6709\u5916\u7f51\u6216\u7f51\u7edc\u6162\u7684\u73af\u5883\uff0c\u7b2c\u4e00\u6b65\u5c31\u4f1a\u5361\u4f4f\u3002\u6a21\u578b\u53ea\u4e0b\u4e00\u6b21\uff0c\u4f46\u4f60\u8981\u9884\u7559\u7a7a\u95f4\u3002<\/p>\n<p><strong>\u4eba\u8138\u805a\u7c7b\u4e0d\u662f 100% \u51c6\u3002<\/strong> InsightFace \u5728\u4fa7\u8138\u3001\u906e\u6321\u3001\u7ae5\u5e74\u7167\u4e0a\u4f1a\u7ffb\u8f66\uff0c\u805a\u7c7b\u7ed3\u679c\u9700\u8981\u4f60\u4eba\u5de5\u6821\u6b63\u3002\u5b83\u53ea\u662f\u5e2e\u4f60\u628a&#8221;\u7591\u4f3c\u540c\u4e00\u4eba&#8221;\u7684\u5806\u5728\u4e00\u8d77\uff0c\u4e0d\u662f\u6cd5\u9662\u7ea7\u8ba4\u8bc1\u3002<\/p>\n<p><strong>\u6ca1\u6709\u5b98\u65b9 Docker \u4e00\u952e\u5305\u3002<\/strong> \u76ee\u524d\u5f97\u624b\u52a8\u8d77\u4e24\u4e2a\u670d\u52a1\uff08\u540e\u7aef + \u524d\u7aef\uff09\uff0c\u5bf9\u7eaf\u5c0f\u767d\u4e0d\u7b97\u53cb\u597d\u3002\u60f3\u4e0a NAS \u5e38\u9a7b\uff0c\u5f97\u81ea\u5df1\u5199 compose \u6216\u770b\u62a4\u811a\u672c\u3002<\/p>\n<h2>\u9002\u5408\u8c01<\/h2>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u4e00\u53f0\u5e38\u5f00\u7684 NAS \u6216\u8ff7\u4f60\u4e3b\u673a\uff0c\u60f3\u7ed9\u5bb6\u4eba\u505a\u4e2a<strong>\u4e0d\u628a\u8138\u4ea4\u51fa\u53bb<\/strong>\u7684\u79c1\u6709\u76f8\u518c\uff0c\u4e14\u613f\u610f\u82b1\u70b9\u65f6\u95f4\u6298\u817e\u65e9\u671f\u9879\u76ee\uff0cFaceVault \u662f\u4e2a\u503c\u5f97\u8bd5\u7684\u65b9\u5411\u3002\u5b83\u7684\u67b6\u6784\u4e0d\u590d\u6742\uff0c\u4ee3\u7801\u91cf\u4e5f\u5c0f\uff0c\u771f\u8981\u4fee bug \u6216\u52a0\u529f\u80fd\uff0c\u6bd4\u90a3\u4e9b\u51e0\u4e07 commit \u7684\u5e9e\u7136\u5927\u7269\u5bb9\u6613\u4e0a\u624b\u3002<\/p>\n<p>\u53cd\u8fc7\u6765\uff0c\u5982\u679c\u4f60\u60f3\u8981\u5f00\u7bb1\u5373\u7528\u3001\u793e\u533a\u6d3b\u8dc3\u3001\u79fb\u52a8\u7aef\u540c\u6b65\u6210\u719f\u7684\u65b9\u6848\uff0c\u90a3\u5b83\u73b0\u5728\u8fd8\u6491\u4e0d\u4f4f\u3002\u8fd9\u79cd\u9879\u76ee\u6700\u6015&#8221;\u5f00\u6e90\u5373\u505c\u66f4&#8221;\uff0c\u5efa\u8bae\u5148 star \u89c2\u671b\uff0c\u7b49\u5b83\u6d3b\u8fc7\u534a\u5e74\u518d\u8bf4\u3002<\/p>\n<p><em>\u9879\u76ee\u5730\u5740\uff1agithub.com\/ArshvirSk\/FaceVault\uff08MIT \u8bb8\u53ef\uff0c2026-03 \u5f00\u6e90\uff09<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u624b\u673a\u548c\u76f8\u673a\u91cc\u6512\u4e86\u51e0\u4e07\u5f20\u7167\u7247\uff0c\u60f3\u627e&#8221;\u53bb\u5e74\u5168\u5bb6\u5728\u6d77\u8fb9\u7684\u90a3\u5f20&#8221;\u5374\u53ea\u80fd\u9760\u8089\u773c\u7ffb\u3002\u4e91\u76f8\u518c\u80fd\u505a\u4eba\u8138 &#8230; <a title=\"\u672c\u5730 AI \u76f8\u518c\u7684\u53e6\u4e00\u6761\u8def\uff1aFaceVault \u628a\u4eba\u8138\u8bc6\u522b\u7559\u5728\u5bb6\u91cc\" class=\"read-more\" href=\"https:\/\/www.tantan.ink\/index.php\/2026\/08\/20\/%e6%9c%ac%e5%9c%b0-ai-%e7%9b%b8%e5%86%8c%e7%9a%84%e5%8f%a6%e4%b8%80%e6%9d%a1%e8%b7%af%ef%bc%9afacevault-%e6%8a%8a%e4%ba%ba%e8%84%b8%e8%af%86%e5%88%ab%e7%95%99%e5%9c%a8%e5%ae%b6%e9%87%8c\/\" aria-label=\"\u9605\u8bfb \u672c\u5730 AI \u76f8\u518c\u7684\u53e6\u4e00\u6761\u8def\uff1aFaceVault \u628a\u4eba\u8138\u8bc6\u522b\u7559\u5728\u5bb6\u91cc\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":936,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[164,10],"tags":[],"class_list":["post-940","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-selfhost","category-software"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/940","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=940"}],"version-history":[{"count":1,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/940\/revisions"}],"predecessor-version":[{"id":941,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/940\/revisions\/941"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/936"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=940"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=940"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}