{"id":234,"date":"2026-01-22T10:06:37","date_gmt":"2026-01-22T02:06:37","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=234"},"modified":"2026-01-22T10:40:04","modified_gmt":"2026-01-22T02:40:04","slug":"hivisionidphotos%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85%e7%8e%af%e5%a2%83%e9%85%8d%e7%bd%ae","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/234","title":{"rendered":"HivisionIDPhotos\u5982\u4f55\u5b89\u88c5(\u73af\u5883\u914d\u7f6e)"},"content":{"rendered":"\n

\u5982\u679c\u7ecf\u5e38\u9700\u8981\u7f8e\u5316\u8bc1\u4ef6\u7167\u7247HiVisionIDPhotos\u4e00\u5b9a\u662f\u4e2a\u5b8c\u7f8e\u7684\u9009\u62e9,\u8c03\u6574\u4e0d\u540c\u8bc1\u4ef6\u7167\u7247\u5c3a\u5bf8,\u6784\u56fe\u526a\u88c1\u5b8c\u6574\u529f\u80fd\u4e00\u952e\u90e8\u7f72\u5236\u4f5c\u3002<\/p>\n\n\n\n

\u4e00\u3001HiVisionIDPhotos \u662f\u4ec0\u4e48?<\/p>\n\n\n\n

HiVisionIDPhotos \u662f\u4e00\u4e2a\u57fa\u4e8e Python + \u6df1\u5ea6\u5b66\u4e60 \u7684\u5f00\u6e90\u8bc1\u4ef6\u7167\u751f\u6210\u5de5\u5177\uff0c\u80fd\u591f\u5b9e\u73b0\u81ea\u52a8\u62a0\u56fe\u3001\u80cc\u666f\u66ff\u6362\u3001\u7f8e\u5316\u5904\u7406\u3001\u5c3a\u5bf8\u88c1\u526a\u7b49\u529f\u80fd\u3002\u5b83\u652f\u6301\u4e00\u5bf8\u7167\u3001\u4e8c\u5bf8\u7167\u3001\u62a4\u7167\u7167\u7b49\u591a\u79cd\u89c4\u683c\uff0c\u9002\u5408\u672c\u5730\u90e8\u7f72\u4f7f\u7528\uff0c\u65e0\u9700\u8054\u7f51\u3001\u4e0d\u4e0a\u4f20\u9690\u79c1\u7167\u7247\uff0c\u5728\u8bc1\u4ef6\u7167\u5236\u4f5c\u9886\u57df\u975e\u5e38\u53d7\u6b22\u8fce\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u5b89\u88c5\u524d\u7684\u51c6\u5907\u5de5\u4f5c<\/p>\n\n\n\n

\u5728\u5b89\u88c5 HiVisionIDPhotos \u4e4b\u524d\uff0c\u8bf7\u5148\u786e\u8ba4\u4f60\u7684\u7535\u8111\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u6761\u4ef6\u3002<\/p>\n\n\n\n

1. \u64cd\u4f5c\u7cfb\u7edf\u8981\u6c42<\/p>\n\n\n\n

Windows 10 \/ 11(64 \u4f4d)<\/p>\n\n\n\n

macOS(Intel \u6216 Apple Silicon)<\/p>\n\n\n\n

Linux(Ubuntu\u3001Debian \u7b49\u4e3b\u6d41\u53d1\u884c\u7248)<\/p>\n\n\n\n

2. \u5fc5\u987b\u5b89\u88c5\u7684\u8f6f\u4ef6<\/p>\n\n\n\n

Python 3.8 \u2013 3.10\uff08\u5f3a\u70c8\u63a8\u8350 3.9\uff09<\/p>\n\n\n\n

Git\uff08\u7528\u4e8e\u62c9\u53d6\u9879\u76ee\u6e90\u7801\uff09<\/p>\n\n\n\n

\u4e0d\u5efa\u8bae\u4f7f\u7528 Python 3.11 \u53ca\u4ee5\u4e0a\u7248\u672c\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u4f9d\u8d56\u4e0d\u517c\u5bb9\u95ee\u9898\u3002<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

\u4e09\u3001\u5b89\u88c5 Python(\u672a\u5b89\u88c5\u53ef\u8df3\u8fc7)<\/p>\n\n\n\n

Windows<\/p>\n\n\n\n

\u524d\u5f80 Python \u5b98\u7f51\u4e0b\u8f7d Python 3.9.x<\/p>\n\n\n\n

\u5b89\u88c5\u65f6\u52a1\u5fc5\u52fe\u9009\uff1a<\/p>\n\n\n\n

Add Python to PATH<\/p>\n\n\n\n

\u5b89\u88c5\u5b8c\u6210\u540e\u6253\u5f00\u547d\u4ee4\u884c\uff0c\u8f93\u5165\uff1a<\/p>\n\n\n\n

python –version<\/p>\n\n\n\n

\u663e\u793a\u7248\u672c\u53f7\u5373\u8bf4\u660e\u6210\u529f<\/p>\n\n\n\n

macOS \/ Linux<\/p>\n\n\n\n

\u7cfb\u7edf\u901a\u5e38\u81ea\u5e26 Python\uff0c\u4f46\u7248\u672c\u53ef\u80fd\u8f83\u65e7\uff0c\u5efa\u8bae\u4f7f\u7528\uff1a<\/p>\n\n\n\n

python3 –version<\/p>\n\n\n\n

\u82e5\u4e0d\u662f 3.8\u20133.10.\u53ef\u901a\u8fc7 Homebrew \u6216\u7cfb\u7edf\u5305\u7ba1\u7406\u5668\u5b89\u88c5\u6307\u5b9a\u7248\u672c\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u5b98\u7f51\u652f\u6301\u514d\u8d39\u90e8\u7f72\u7acb\u9a6c\u5b89\u88c5\uff01\u70b9\u51fb\u4e0b\u65b9\u7acb\u5373\u8bd5\u7528!<\/strong><\/p>\n\n\n

\n
\"hivisionidphotos\"<\/figure>\n<\/div>\n\n\n

\u56db\u3001\u83b7\u53d6 HiVisionIDPhotos \u6e90\u7801<\/p>\n\n\n\n

1. \u6253\u5f00\u7ec8\u7aef \/ \u547d\u4ee4\u884c<\/p>\n\n\n\n

\u5728\u4efb\u610f\u76ee\u5f55\u6267\u884c\uff1a<\/p>\n\n\n\n

git clone https:\/\/github.com\/Zeyi-Lin\/HiVisionIDPhotos.git<\/p>\n\n\n\n

\u7b49\u5f85\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n\n\n\n

cd HiVisionIDPhotos<\/p>\n\n\n\n

\u4e94\u3001\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883(\u5f3a\u70c8\u63a8\u8350)<\/p>\n\n\n\n

\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002<\/p>\n\n\n\n

Windows<\/p>\n\n\n\n

python -m venv venv venv\\Scripts\\activate<\/p>\n\n\n\n

macOS \/ Linux<\/p>\n\n\n\n

python3 -m venv venv source venv\/bin\/activate<\/p>\n\n\n\n

\u6fc0\u6d3b\u6210\u529f\u540e\uff0c\u547d\u4ee4\u884c\u524d\u4f1a\u51fa\u73b0 (venv) \u6807\u8bc6\u3002<\/p>\n\n\n\n

\u516d\u3001\u5b89\u88c5\u9879\u76ee\u4f9d\u8d56(\u5173\u952e\u6b65\u9aa4)<\/p>\n\n\n\n

1. \u5347\u7ea7 pip<\/p>\n\n\n\n

pip install –upgrade pip<\/p>\n\n\n\n

2. \u5b89\u88c5 requirements<\/p>\n\n\n\n

pip install -r requirements.txt<\/p>\n\n\n\n

\u6b64\u6b65\u9aa4\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\uff0c\u6d89\u53ca\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u5e93\uff0c\u8bf7\u8010\u5fc3\u7b49\u5f85\u3002<\/p>\n\n\n\n

\u5982\u679c\u4e0b\u8f7d\u901f\u5ea6\u6162\uff0c\u53ef\u4f7f\u7528\u56fd\u5185\u955c\u50cf\uff1a<\/p>\n\n\n\n

pip install -r requirements.txt -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/p>\n\n\n\n

\u4e03\u3001\u542f\u52a8 HiVisionIDPhotos<\/p>\n\n\n\n

\u4f9d\u8d56\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728\u9879\u76ee\u6839\u76ee\u5f55\u6267\u884c\uff1a<\/p>\n\n\n\n

python app.py<\/p>\n\n\n\n

\u5982\u679c\u542f\u52a8\u6210\u529f\uff0c\u7ec8\u7aef\u4f1a\u663e\u793a\u7c7b\u4f3c\u4fe1\u606f\uff1a<\/p>\n\n\n\n

Running on http:\/\/127.0.0.1:7860<\/p>\n\n\n\n

\u516b\u3001\u8bbf\u95ee\u4e0e\u4f7f\u7528<\/p>\n\n\n\n

\u6253\u5f00\u6d4f\u89c8\u5668<\/p>\n\n\n\n

\u8f93\u5165\u5730\u5740\uff1a<\/p>\n\n\n\n

http:\/\/127.0.0.1:7860<\/p>\n\n\n\n

\u8fdb\u5165\u53ef\u89c6\u5316\u754c\u9762\u540e\u5373\u53ef\uff1a<\/p>\n\n\n\n

\u4e0a\u4f20\u7167\u7247<\/p>\n\n\n\n

\u81ea\u52a8\u62a0\u56fe<\/p>\n\n\n\n

\u66f4\u6362\u80cc\u666f\u8272<\/p>\n\n\n\n

\u9009\u62e9\u8bc1\u4ef6\u7167\u5c3a\u5bf8<\/p>\n\n\n\n

\u5bfc\u51fa\u9ad8\u6e05\u8bc1\u4ef6\u7167<\/p>\n\n\n\n

\u4e5d\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6cd5<\/p>\n\n\n\n

1. \u542f\u52a8\u65f6\u62a5\u9519 torch \/ onnxruntime<\/p>\n\n\n\n

\u786e\u8ba4 Python \u7248\u672c\u662f\u5426\u6b63\u786e<\/p>\n\n\n\n

\u5efa\u8bae\u91cd\u65b0\u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u4f9d\u8d56<\/p>\n\n\n\n

2. \u63d0\u793a\u7aef\u53e3\u88ab\u5360\u7528<\/p>\n\n\n\n

\u4fee\u6539\u542f\u52a8\u7aef\u53e3\uff1a<\/p>\n\n\n\n

python app.py –port 7861<\/p>\n\n\n\n

3. Windows \u62a5 DLL \u9519\u8bef<\/p>\n\n\n\n

\u5b89\u88c5\u6700\u65b0\u7248 Visual C++ \u8fd0\u884c\u5e93<\/p>\n\n\n\n

\u786e\u4fdd\u7cfb\u7edf\u4e3a 64 \u4f4d<\/p>\n\n\n\n

\u5341\u3001\u662f\u5426\u652f\u6301 GPU?<\/p>\n\n\n\n

\u9ed8\u8ba4\u652f\u6301 CPU \u8fd0\u884c<\/p>\n\n\n\n

\u5982\u679c\u4f60\u6709 NVIDIA \u663e\u5361\uff0c\u53ef\u81ea\u884c\u5b89\u88c5 CUDA + \u5bf9\u5e94 PyTorch \u7248\u672c<\/p>\n\n\n\n

\u5bf9\u65b0\u624b\u6765\u8bf4\uff0cCPU \u5df2\u5b8c\u5168\u591f\u7528<\/p>\n\n\n\n

HiVisionIDPhotos \u7684\u5b89\u88c5\u6d41\u7a0b\u5e76\u4e0d\u590d\u6742\uff0c\u6838\u5fc3\u6b65\u9aa4\u53ea\u6709\u56db\u70b9\uff1a<\/p>\n\n\n\n

\u5b89\u88c5\u5408\u9002\u7248\u672c\u7684 Python<\/p>\n\n\n\n

\u514b\u9686\u9879\u76ee\u6e90\u7801<\/p>\n\n\n\n

\u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u4f9d\u8d56<\/p>\n\n\n\n

\u8fd0\u884c app.py \u5e76\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee<\/p>\n\n\n\n

\u5b8c\u6210\u672c\u5730\u90e8\u7f72\u540e\uff0c\u4f60\u5c31\u62e5\u6709\u4e86\u4e00\u5957\u5b8c\u5168\u79c1\u6709\u3001\u5b89\u5168\u3001\u9ad8\u8d28\u91cf\u7684\u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177\uff0c\u975e\u5e38\u9002\u5408\u4e2a\u4eba\u3001\u5de5\u4f5c\u5ba4\u6216\u5185\u7f51\u73af\u5883\u4f7f\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5982\u679c\u7ecf\u5e38\u9700\u8981\u7f8e\u5316\u8bc1\u4ef6\u7167\u7247HiVisionIDPhotos\u4e00\u5b9a…<\/p>\n","protected":false},"author":2,"featured_media":236,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-234","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":51,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/234","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=234"}],"version-history":[{"count":4,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/234\/revisions"}],"predecessor-version":[{"id":252,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/234\/revisions\/252"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/236"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=234"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=234"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=234"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}