{"id":5696,"date":"2024-09-03T18:36:38","date_gmt":"2024-09-03T10:36:38","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=5696"},"modified":"2024-09-03T18:40:11","modified_gmt":"2024-09-03T10:40:11","slug":"hivisionidphotos","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/hivisionidphotos\/","title":{"rendered":"HivisionIDPhotos\uff1a\u5f00\u6e90\u667a\u80fdAI\u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177"},"content":{"rendered":"<p>HivisionIDPhotos \u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u8f7b\u91cf\u7ea7 AI \u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177\uff0c\u80fd\u591f\u667a\u80fd\u8bc6\u522b\u7528\u6237\u62cd\u7167\u573a\u666f\u5e76\u8fdb\u884c\u62a0\u56fe\uff0c\u751f\u6210\u7b26\u5408\u591a\u79cd\u89c4\u683c\u7684\u6807\u51c6\u8bc1\u4ef6\u7167\u3002\u8be5\u5de5\u5177\u652f\u6301\u81ea\u5b9a\u4e49\u80cc\u666f\u8272\u548c\u5c3a\u5bf8\uff0c\u672a\u6765\u8fd8\u5c06\u63a8\u51fa\u7f8e\u989c\u548c\u667a\u80fd\u6362\u6b63\u88c5\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 Docker \u90e8\u7f72\uff0c\u8f7b\u677e\u642d\u5efa\u672c\u5730\u670d\u52a1\uff0c\u9002\u7528\u4e8e\u4e2a\u4eba\u548c\u4f01\u4e1a\u7684\u8bc1\u4ef6\u7167\u5236\u4f5c\u9700\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5697\" title=\"HivisionIDPhotos\uff1a\u667a\u80fdAI\u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/5fcb08493240d87.jpg\" alt=\"HivisionIDPhotos\uff1a\u667a\u80fdAI\u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177-1\" width=\"798\" height=\"514\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/5fcb08493240d87.jpg 1529w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/5fcb08493240d87-300x193.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/5fcb08493240d87-1024x660.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/5fcb08493240d87-768x495.jpg 768w\" sizes=\"auto, (max-width: 798px) 100vw, 798px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u8f7b\u91cf\u7ea7\u62a0\u56fe\uff1a\u5229\u7528\u9ad8\u6548\u7684 AI \u7b97\u6cd5\uff0c\u7cbe\u786e\u62a0\u53d6\u4eba\u50cf\uff0c\u751f\u6210\u900f\u660e\u80cc\u666f\u56fe\u50cf\u3002<\/li>\n<li>\u591a\u5c3a\u5bf8\u8bc1\u4ef6\u7167\u751f\u6210\uff1a\u652f\u6301\u62a4\u7167\u7167\u3001\u7b7e\u8bc1\u7167\u7b49\u591a\u79cd\u89c4\u683c\u7684\u8bc1\u4ef6\u7167\u751f\u6210\u3002<\/li>\n<li>\u516d\u5bf8\u6392\u7248\u7167\u751f\u6210\uff1a\u5c06\u591a\u5f20\u8bc1\u4ef6\u7167\u6392\u7248\u6210\u6807\u51c6\u7684\u516d\u5bf8\u7167\u7247\uff0c\u65b9\u4fbf\u6253\u5370\u548c\u6279\u91cf\u5236\u4f5c\u3002<\/li>\n<li>\u667a\u80fd\u6362\u80cc\u666f\uff1a\u652f\u6301\u4e3a\u8bc1\u4ef6\u7167\u589e\u52a0\u6216\u66f4\u6362\u80cc\u666f\u989c\u8272\u3002<\/li>\n<li>API \u670d\u52a1\uff1a\u57fa\u4e8e FastAPI \u7684 API \u670d\u52a1\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u96c6\u6210\u8bc1\u4ef6\u7167\u529f\u80fd\u3002<\/li>\n<li>Docker \u652f\u6301\uff1a\u5feb\u901f\u642d\u5efa\u548c\u8fd0\u884c\u670d\u52a1\uff0c\u7b80\u5316\u5b89\u88c5\u8fc7\u7a0b\uff0c\u63d0\u9ad8\u7cfb\u7edf\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u5b9e\u65f6 Web \u4ea4\u4e92\uff1a\u901a\u8fc7 Gradio Demo \u63d0\u4f9b\u7684\u672c\u5730 Web \u9875\u9762\uff0c\u5728\u7ebf\u64cd\u4f5c\u8bc1\u4ef6\u7167\u751f\u6210\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u73af\u5883\u914d\u7f6e<\/h3>\n<ol>\n<li>\u514b\u9686\u9879\u76ee\uff1a\n<pre><code class=\"language-bash\">git <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/Zeyi-Lin\/HivisionIDPhotos.git\r\n<span class=\"hljs-built_in\">cd<\/span> HivisionIDPhotos\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\u73af\u5883\uff1a\n<pre><code class=\"language-bash\">pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0b\u8f7d\u6a21\u578b\u6587\u4ef6\uff1a \u5c06\u9884\u8bad\u7ec3\u6a21\u578b\u6587\u4ef6 <code>hivision_modnet.onnx<\/code> \u4e0b\u8f7d\u5e76\u5b58\u653e\u5230\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u8fd0\u884c\u672c\u5730\u670d\u52a1<\/h3>\n<ol>\n<li>\u542f\u52a8 Gradio Demo\uff1a\n<pre><code class=\"language-bash\">python app.py\r\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7a0b\u5e8f\u540e\uff0c\u5c06\u751f\u6210\u4e00\u4e2a\u672c\u5730\u7f51\u9875\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u9875\u9762\u4e2d\u5b8c\u6210\u8bc1\u4ef6\u7167\u7684\u751f\u6210\u548c\u8c03\u6574\u3002<\/li>\n<li>\u90e8\u7f72 API \u670d\u52a1\uff1a\n<pre><code class=\"language-bash\">python deploy_api.py\r\n<\/code><\/pre>\n<p>\u901a\u8fc7 FastAPI \u90e8\u7f72 API \u670d\u52a1\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 API \u5b9e\u73b0\u8bc1\u4ef6\u7167\u751f\u6210\u548c\u80cc\u666f\u4fee\u6539\u7b49\u64cd\u4f5c\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u4f7f\u7528 API \u670d\u52a1<\/h3>\n<ol>\n<li>\u53d1\u9001\u8bc1\u4ef6\u7167\u5236\u4f5c\u8bf7\u6c42\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">import<\/span> requests\r\n\r\nurl = <span class=\"hljs-string\">\"http:\/\/127.0.0.1:8080\"<\/span>\r\nfiles = {<span class=\"hljs-string\">'file'<\/span>: <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'test.jpg'<\/span>, <span class=\"hljs-string\">'rb'<\/span>)}\r\nresponse = requests.post(<span class=\"hljs-string\">f\"<span class=\"hljs-subst\">{url}<\/span>\/generate_idphoto\"<\/span>, files=files)\r\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'idphoto.png'<\/span>, <span class=\"hljs-string\">'wb'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:\r\n    f.write(response.content)\r\n<\/code><\/pre>\n<\/li>\n<li>\u589e\u52a0\u5e95\u8272\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">import<\/span> requests\r\n\r\nurl = <span class=\"hljs-string\">\"http:\/\/127.0.0.1:8080\"<\/span>\r\nfiles = {<span class=\"hljs-string\">'file'<\/span>: <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'idphoto.png'<\/span>, <span class=\"hljs-string\">'rb'<\/span>)}\r\ndata = {<span class=\"hljs-string\">'color'<\/span>: <span class=\"hljs-string\">'(0,0,0)'<\/span>}\r\nresponse = requests.post(<span class=\"hljs-string\">f\"<span class=\"hljs-subst\">{url}<\/span>\/add_background\"<\/span>, files=files, data=data)\r\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'idphoto_ab.jpg'<\/span>, <span class=\"hljs-string\">'wb'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:\r\n    f.write(response.content)\r\n<\/code><\/pre>\n<\/li>\n<li>\u751f\u6210\u516d\u5bf8\u6392\u7248\u7167\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">import<\/span> requests\r\n\r\nurl = <span class=\"hljs-string\">\"http:\/\/127.0.0.1:8080\"<\/span>\r\nfiles = {<span class=\"hljs-string\">'file'<\/span>: <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'idphoto_ab.jpg'<\/span>, <span class=\"hljs-string\">'rb'<\/span>)}\r\nresponse = requests.post(<span class=\"hljs-string\">f\"<span class=\"hljs-subst\">{url}<\/span>\/generate_layout_photos\"<\/span>, files=files)\r\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'idphoto_layout.jpg'<\/span>, <span class=\"hljs-string\">'wb'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:\r\n    f.write(response.content)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>Docker \u90e8\u7f72<\/h3>\n<ol>\n<li>\u6784\u5efa Docker \u955c\u50cf\uff1a\n<pre><code class=\"language-bash\">docker build -t hivisionidphotos .\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c Docker \u5bb9\u5668\uff1a\n<pre><code class=\"language-bash\">docker run -p 8080:8080 hivisionidphotos\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5728\u7ebf\u4f53\u9a8c<\/h2>\n<p><div class=\"huoduan_hide_box\" style=\"border:1px dashed #F60; padding:10px; margin:10px 0; line-height:200%; color:#F00; background-color:#FFF4FF; overflow:hidden; clear:both;\"><img loading=\"lazy\" decoding=\"async\" class=\"wxpic\" align=\"right\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/d8668ed8023fbe2.jpg\" style=\"width:150px;height:150px;margin-left:20px;display:inline;border:none\" width=\"150\" height=\"150\"  alt=\"AI\u751f\u4ea7\u529b\u5e94\u7528\" \/><span style=\"font-size:18px;\">\u6b64\u5904\u5185\u5bb9\u5df2\u7ecf\u88ab\u4f5c\u8005\u9690\u85cf\uff0c\u8bf7\u8f93\u5165\u9a8c\u8bc1\u7801\u67e5\u770b\u5185\u5bb9<\/span><form method=\"post\" style=\"margin:10px 0;\"><span class=\"yzts\" style=\"font-size:18px;float:left;\">\u9a8c\u8bc1\u7801\uff1a<\/span><input name=\"huoduan_verifycode\" id=\"verifycode\" type=\"text\" value=\"\" style=\"border:none;float:left;width:80px; height:32px; line-height:30px; padding:0 5px; border:1px solid #FF6600;-moz-border-radius: 0px;  -webkit-border-radius: 0px;  border-radius:0px;\" \/><input id=\"verifybtn\" style=\"border:none;float:left;width:80px; height:32px; line-height:32px; padding:0 5px; background-color:#F60; text-align:center; border:none; cursor:pointer; color:#FFF;-moz-border-radius: 0px; font-size:14px;  -webkit-border-radius: 0px;  border-radius:0px;\" name=\"\" type=\"submit\" value=\"\u63d0\u4ea4\u67e5\u770b\" \/><\/form><div style=\"clear:left;\"><\/div><span style=\"color:#00BF30\">\u8bf7\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u56de\u590d\u201c<span style=\"color:blue\">\u9a8c\u8bc1\u7801<\/span>\u201d\uff0c\u83b7\u53d6\u9a8c\u8bc1\u7801\u3002\u5728\u5fae\u4fe1\u91cc\u641c\u7d22\u201c<span style=\"color:blue\">AI\u751f\u4ea7\u529b\u5e94\u7528<\/span>\u201d\u6216\u8005\u201c<span style=\"color:blue\">Artificial9527<\/span>\u201d\u6216\u8005\u5fae\u4fe1\u626b\u63cf\u53f3\u4fa7\u4e8c\u7ef4\u7801\u90fd\u53ef\u4ee5\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\u3002<\/span><div class=\"cl\"><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HivisionIDPhotos \u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u8f7b\u91cf\u7ea7 AI \u8bc1\u4ef6\u7167\u5236\u4f5c\u5de5\u5177\uff0c\u80fd\u591f\u667a\u80fd\u8bc6\u522b\u7528\u6237\u62cd\u7167\u573a\u666f\u5e76\u8fdb\u884c\u62a0\u56fe\uff0c\u751f\u6210\u7b26\u5408\u591a\u79cd\u89c4\u683c\u7684\u6807\u51c6\u8bc1\u4ef6\u7167\u3002\u8be5\u5de5\u5177\u652f\u6301\u81ea\u5b9a\u4e49\u80cc\u666f\u8272\u548c\u5c3a\u5bf8\uff0c\u672a\u6765\u8fd8\u5c06\u63a8\u51fa\u7f8e\u989c\u548c\u667a\u80fd\u6362\u6b63\u88c5\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 Docker \u90e8\u7f72\uff0c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":60964,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,219],"class_list":["post-5696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aikoutugaibeijing"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/5696","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=5696"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/5696\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/60964"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=5696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=5696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=5696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}