{"id":5986,"date":"2022-05-19T18:30:45","date_gmt":"2022-05-19T10:30:45","guid":{"rendered":"https:\/\/blog.iyatt.com\/?p=5986"},"modified":"2024-05-05T14:19:06","modified_gmt":"2024-05-05T06:19:06","slug":"%e6%96%91%e9%a9%ac%e7%ba%bf%e6%a3%80%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/blog.iyatt.com\/?p=5986","title":{"rendered":"\u6591\u9a6c\u7ebf\u68c0\u6d4b"},"content":{"rendered":"\n<p>\u5f00\u59cb\u5148\u5c1d\u8bd5\u4e86\u4f20\u7edf\u89c6\u89c9\u5904\u7406\u7684\u65b9\u5f0f\u8fdb\u884c\u68c0\u6d4b\uff0c\u4f46\u662f\u5728\u6761\u4ef6\u53d8\u5316\u540e\uff0c\u68c0\u6d4b\u6548\u679c\u5c31\u5f88\u5dee\u3002\u56e0\u6b64\u51b3\u5b9a\u91c7\u7528\u795e\u7ecf\u7f51\u7edc\uff0c\u57fa\u4e8e YOLOv5 \u8fdb\u884c\u8bad\u7ec3\uff0c\u8003\u8651\u5230 YOLOv5 \u662f\u5efa\u7acb\u5728 PyTorch \u7684\u57fa\u7840\u4e0a\u8fd0\u884c\u7684\uff0c\u7ec8\u7aef\u8fd0\u884c\u7684\u65f6\u5019\u518d\u914d\u7f6e\u4e00\u4e2a PyTorch + YOLOv5 + OpenCV \u5c31\u663e\u5f97\u6709\u70b9\u9ebb\u70e6\uff0c\u800c OpenCV \u662f\u80af\u5b9a\u4f1a\u7528\u5230\u7684\uff0c\u540c\u65f6 OpenCV \u6709\u4e00\u4e2a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u5757\uff0c\u53ef\u4ee5\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u90a3\u4e48\u5c31\u80fd\u7701\u6389 PyTorch \u548c YOLOv5 \u4e86\uff0c\u53ea\u9700\u8981\u914d\u7f6e\u4e00\u4e2a OpenCV \u914d\u5408\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u6587\u4ef6\u5c31\u80fd\u8dd1\u8d77\u6765\uff0c\u8fd9\u6837\u601d\u8def\u5c31\u786e\u5b9a\u4e0b\u6765\u4e86\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u8d44\u6e90\u6587\u4ef6\u4e0b\u8f7d\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1lXIgmu1ZIcFGKZBBVG00sQ?pwd=7nl5\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/pan.baidu.com\/s\/1lXIgmu1ZIcFGKZBBVG00sQ?pwd=7nl5<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center\">\u8bad\u7ec3<\/p>\n\n\n\n<p>\u4f7f\u7528\u7684\u6570\u636e\u96c6\u6765\u6e90\u4e8e<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/zhangzhengde0225\/CDNet\" data-type=\"URL\" data-id=\"https:\/\/github.com\/zhangzhengde0225\/CDNet\" target=\"_blank\">zhangzhengde0225\/CDNet<\/a>\uff0c\u5df2\u6807\u6ce8\u597d\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u3002\u4e0d\u8fc7\u8981\u6ce8\u610f\u91cc\u9762\u6807\u6ce8\u4e86\u4e24\u79cd\u7c7b\u522b\u7684\u76ee\u6807\uff0c\u7b2c\u4e00\u79cd\u662f\u4eba\u884c\u6a2a\u9053\uff0c\u7b2c\u4e8c\u79cd\u662f\u5bfc\u5411\u7ebf\u3002<\/p>\n\n\n\n<p>\u8bad\u7ec3\u65b9\u6cd5\u548c\u6211\u8fd9\u7bc7<strong>\u8f66\u724c\u8bc6\u522b-\u5b9a\u4f4d<\/strong>\u535a\u6587\u4e2d\u6240\u8bf4\u7684\u4e00\u6837\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/blog.iyatt.com\/?p=5536\" target=\"_blank\">https:\/\/blog.iyatt.com\/?p=5536<\/a>\uff0c\u56e0\u4e3a\u90e8\u7f72\u7684\u76ee\u6807\u5e73\u53f0\u662f Jetson Nano \u8fd9\u79cd\u5c0f\u578b\u8ba1\u7b97\u673a\u677f\uff0c\u7b97\u529b\u8f83\u5c0f\uff0c\u56e0\u6b64\u9009\u7528\u7684\u6a21\u578b\u4e5f\u662f\u6700\u5c0f\u7684 n \u6a21\u578b\u3002\u53e6\u5916\u8fd9\u4e2a\u6570\u636e\u96c6\u7684\u6570\u636e\u91cf\u6bd4\u8f83\u5c0f\uff0c\u4e0d\u50cf\u8f66\u724c\u8bad\u7ec3\u7684\u90a3\u4e2a 19 \u4e07\uff0c\u6240\u4ee5\u8bad\u7ec3\u6b21\u6570\u6211\u6539\u4e3a\u4e86 20\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center\">\u6a21\u578b\u683c\u5f0f\u8f6c\u6362<\/p>\n\n\n\n<p>\u5b8c\u6210\u8bad\u7ec3\u5f97\u5230\u7684\u662f YOLOv5 \u683c\u5f0f\u7684\u6a21\u578b\u6587\u4ef6\uff0c\u53ef\u4ee5\u501f\u52a9 YOLOv5 \u91cc\u7684\u811a\u672c\u8f6c\u6362\u4e3a ONNX \u683c\u5f0f\uff0c\u7136\u540e\u5c31\u80fd\u7ed9 OpenCV \u4f7f\u7528\u4e86\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python3 yolov5\/export.py --weights yolov5\/runs\/train\/exp\/weights\/best.pt --include onnx<\/pre>\n\n\n\n<p class=\"has-text-align-center\">\u6591\u9a6c\u7ebf\u68c0\u6d4b<\/p>\n\n\n\n<p>\u7a0b\u5e8f\u4e3b\u4f53\u6cbf\u7528<strong>\u57fa\u4e8e YOLOv5 \u548c OpenCV DNN \u7684\u76ee\u6807\u68c0\u6d4b<\/strong>\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/blog.iyatt.com\/?p=5934\" target=\"_blank\">https:\/\/blog.iyatt.com\/?p=5934<\/a><\/p>\n\n\n\n<p>\u6d4b\u8bd5\u73af\u5883\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Ubuntu 22.04 x86_64\nPython 3.10.4\nopencv-python 4.5.5.64\njupyter 1.0.0<\/pre>\n\n\n\n<p>\u4f7f\u7528 jupyter \u8fd0\u884c <strong>\u6591\u9a6c\u7ebf\u68c0\u6d4b.ipynb<\/strong>\uff0c\u5373\u53ef\u9884\u89c8\u6548\u679c<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"996\" height=\"575\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2022\/05\/image-56.png\" alt=\"\" class=\"wp-image-5999 lazyload\" data-srcset=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2022\/05\/image-56.png 996w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2022\/05\/image-56-300x173.png 300w, https:\/\/blog.iyatt.com\/wp-content\/uploads\/2022\/05\/image-56-768x443.png 768w\" data-sizes=\"(max-width: 996px) 100vw, 996px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 996px; --smush-placeholder-aspect-ratio: 996\/575;\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u5f00\u59cb\u5148\u5c1d\u8bd5\u4e86\u4f20\u7edf\u89c6\u89c9\u5904\u7406\u7684\u65b9\u5f0f\u8fdb\u884c\u68c0\u6d4b\uff0c\u4f46\u662f\u5728\u6761\u4ef6\u53d8\u5316\u540e\uff0c\u68c0\u6d4b\u6548\u679c\u5c31\u5f88\u5dee\u3002\u56e0\u6b64\u51b3\u5b9a\u91c7\u7528\u795e\u7ecf\u7f51\u7edc\uff0c\u57fa\u4e8e YOLO [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"zakra_page_container_layout":"customizer","zakra_page_sidebar_layout":"customizer","zakra_remove_content_margin":false,"zakra_sidebar":"customizer","zakra_transparent_header":"customizer","zakra_logo":0,"zakra_main_header_style":"default","zakra_menu_item_color":"","zakra_menu_item_hover_color":"","zakra_menu_item_active_color":"","zakra_menu_active_style":"","zakra_page_header":true,"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-5986","post","type-post","status-publish","format-standard","hentry","category-all"],"modified_by":"IYATT-yx","_links":{"self":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts\/5986","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5986"}],"version-history":[{"count":0,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=\/wp\/v2\/posts\/5986\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5986"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5986"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.iyatt.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5986"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}