{"id":32,"date":"2023-11-24T14:26:47","date_gmt":"2023-11-24T06:26:47","guid":{"rendered":"https:\/\/dimtechstudio.com\/?p=32"},"modified":"2023-11-25T18:40:37","modified_gmt":"2023-11-25T10:40:37","slug":"%e3%80%90ai%e8%be%be%e4%ba%ba%e5%88%9b%e9%80%a0%e8%90%a5%e4%b8%89%e6%9c%9f%e3%80%91%e5%9c%a8%e5%9c%b0%e5%b9%b3%e7%ba%bfx3%e4%b8%8a%e9%83%a8%e7%bd%b2%e8%bd%a6%e7%89%8c%e8%af%86%e5%88%ab%e7%b3%bb","status":"publish","type":"post","link":"http:\/\/dimtechstudio.com\/index.php\/2023\/11\/24\/%e3%80%90ai%e8%be%be%e4%ba%ba%e5%88%9b%e9%80%a0%e8%90%a5%e4%b8%89%e6%9c%9f%e3%80%91%e5%9c%a8%e5%9c%b0%e5%b9%b3%e7%ba%bfx3%e4%b8%8a%e9%83%a8%e7%bd%b2%e8%bd%a6%e7%89%8c%e8%af%86%e5%88%ab%e7%b3%bb\/","title":{"rendered":"\u3010AI\u8fbe\u4eba\u521b\u9020\u8425\u4e09\u671f\u3011\u5728\u5730\u5e73\u7ebfX3\u4e0a\u90e8\u7f72\u8f66\u724c\u8bc6\u522b\u7cfb\u7edf_Gitee"},"content":{"rendered":"<h1>\u3010AI\u8fbe\u4eba\u521b\u9020\u8425\u4e09\u671f\u3011\u5728\u5730\u5e73\u7ebfX3\u4e0a\u90e8\u7f72\u8f66\u724c\u8bc6\u522b\u7cfb\u7edf<\/h1>\n<h2>\u4e00\u3001 \u9879\u76ee\u4ecb\u7ecd<\/h2>\n<p>\u672c\u9879\u76ee\u5c5e\u4e8eAI\u8fbe\u4eba\u521b\u9020\u8425\u4e09\u671f\u9879\u76ee\uff0c\u4e3b\u8981\u63a2\u7d22\u5982\u4f55\u5c06PaddleOCR\u8bad\u7ec3\u7684\u8f66\u724c\u8bc6\u522b\u6a21\u578b\u90e8\u7f72\u5728\u5730\u5e73\u7ebfX3\u7684\u677f\u5b50\u4e0a\uff0c\u5e76\u5b9e\u73b0\u5b9e\u65f6\u63a8\u7406\u3002<br \/>\n\u9879\u76ee\u5730\u5740\uff1a<a href=\"https:\/\/aistudio.baidu.com\/aistudio\/projectdetail\/4730476?contributionType=1\">https:\/\/aistudio.baidu.com\/aistudio\/projectdetail\/4730476<\/a>  <\/p>\n<h2>\u4e8c\u3001\u6280\u672f\u8981\u70b9<\/h2>\n<p>PaddlePaddle\u4e4b\u4e8eArm\u5bf9\u5e94\u7684\u5e73\u53f0\u4e3apaddle-lite\u3002paddle-lite\u4e3b\u8981\u4e3ac\u8bed\u8a00\uff0c\u5f00\u53d1\u53ca\u90e8\u7f72\u96be\u5ea6\u8f83\u5927\uff0c\u867d\u7136\u652f\u6301fpga\u3001npu\u8ba1\u7b97\u52a0\u901f\uff0c\u4f46\u662f\u5e76\u4e0d\u652f\u6301\u672c\u6b21\u9879\u76ee\u6240\u7528\u5230\u7684\u5730\u5e73\u7ebfX3\u7684bpu\u3002<br \/>\n\u6545\u4e3a\u5b9e\u73b0\u672c\u9879\u76ee\uff0c\u9700\u8981\u5c06paddleocr -&gt; onnx -&gt; onnx bpu\u7684\u8f6c\u6362\u8def\u7ebf\u3002  <\/p>\n<h2>\u4e09\u3001\u9879\u76ee\u5c55\u793a<\/h2>\n<p><iframe loading=\"lazy\" src=\"https:\/\/player.bilibili.com\/player.html?aid=986567373&bvid=BV1U44y1f7mz&cid=859852040&page=1\" scrolling=\"no\" border=\"0\" frameborder=\"no\" framespacing=\"0\" allowfullscreen=\"true\" width=\"640\" height=\"360\"> <\/iframe>  <\/p>\n<h2>\u56db\u3001\u5b9e\u73b0\u6559\u7a0b<\/h2>\n<p>\u672c\u9879\u76ee\u6d89\u53ca\u7684\u6280\u672f\u6808\u975e\u5e38\u7684\u591a\uff0c\u4e14\u8d8a\u5f80\u540e\u8d8a\u96be\uff0c\u7b14\u8005\u5df2\u5b9e\u73b0\u5728\u5730\u5e73\u7ebf\u4f7f\u7528CPU\u7684\u63a8\u7406\uff0c\u4f46FPS\u53ea\u67091\u5e27\u3002BPU\u65b9\u9762\u867d\u7136\u8f6c\u6362\u6a21\u578b\u6210\u529f\u4e86\uff0c\u5e76\u8c8c\u4f3c\u5b9e\u73b0\u80fd\u63a8\u7406\u3002\u4f46\u662f\u7b14\u8005\u80fd\u529b\u6709\u9650\u548c\u7cbe\u529b\u6709\u9650\uff0c\u5e76\u4e0d\u6e05\u695aBPU\u7684\u63a8\u7406\u7ed3\u679c\u5982\u4f55\u8f6c\u6362\u4e3a\u53ef\u89c6\u5316\u7ed3\u679c\u3002<br \/>\n\u6700\u7ec8\u5e76\u672a\u5982\u7b14\u8005\u6240\u671f\u671b\uff0c\u5b9e\u73b0\u5b8c\u6574BPU\u52a0\u901f\u7a0b\u5e8f\u3002<br \/>\n\u63a5\u4e0b\u6765\uff0c\u7b14\u8005\u5c06\u4f1a\u6b65\u6b65\u62c6\u89e3\uff0c\u4ece\u6613\u5230\u96be\uff08\u5230\u81ea\u5df1\u4e5f\u4e0d\u61c2\uff09\uff0c\u8fd8\u539f\u5b9e\u73b0\u8fc7\u7a0b\u3002  <\/p>\n<h3>\u4e00\uff09amd64\/arm CPU\u63a8\u7406\u7bc7<\/h3>\n<p>\u672c\u7bc7\u4e3b\u8981\u4ecb\u7ecd\u5982\u4f55\u5c06PaddleOCR\u6a21\u578b\u8f6c\u6362\u4e3aONNX\u6a21\u578b\uff0c\u8f6c\u5316\u540e\u7684\u6a21\u578b\u5747\u53ef\u76f4\u63a5\u90e8\u7f72\u4e8ePC\u548c\u677f\u5b50\u4e0a\u3002  <\/p>\n<ol>\n<li>PaddleOCR\u6a21\u578b\u8bad\u7ec3<br \/>\n\u8bfb\u8005\u53ef\u4ee5\u4ece\u6b64\u9879\u76ee <a href=\"https:\/\/aistudio.baidu.com\/aistudio\/projectdetail\/4436888\">\u57fa\u4e8ePaddleOCR\u5b9e\u73b0\u7684\u8f66\u724c\u8bc6\u522b<\/a> \u4e2d\uff0c\u83b7\u53d6\u8f66\u724c\u8bc6\u522b\u6240\u9700\u7684\u6570\u636e\u96c6\u3001\u8bad\u7ec3\u6559\u7a0b\uff0c\u4ee5\u53cahubserving\u7684\u90e8\u7f72\u3002\u8be5\u6559\u7a0b\u4ea7\u51fa\u7684\u6587\u672c\u68c0\u6d4b\u53ca\u6587\u5b57\u8bc6\u522b\u6a21\u578b\uff0c\u5747\u4e3a1 eporch\uff0c\u8bfb\u8005\u53ef\u7ee7\u7eed\u4f18\u5316\uff0c\u672c\u7bc7\u4e0d\u518d\u590d\u8ff0\u3002  <\/li>\n<li>PaddleOCR\u8f6cONNX<br \/>\nPaddleOCR\u5df2\u63d0\u4f9b\u4e00\u4e2a\u975e\u5e38\u5b8c\u6574\u7684\u8f6c\u6362\u6559\u7a0b\uff0c\u89c1PaddleOCR\u5185\u7684\u6559\u7a0b <a href=\"https:\/\/gitee.com\/paddlepaddle\/PaddleOCR\/tree\/release\/2.6\/deploy\/paddle2onnx\">paddle2onnx<\/a>\u3002<br \/>\n\u5982\u679c\u662f\u4f53\u9a8carm\u7684cpu\uff0c\u8bfb\u8005\u5b8c\u5168\u53ef\u4ee5\u6309\u5b98\u65b9\u6559\u7a0b\uff0c\u8f6c\u6362\u4e0a\u9762\u4e24\u4e2a\u6a21\u578b\u5373\u53ef\u3002\u540e\u9762\u7684bpu\u90e8\u5206\u5219\u9700\u8981\u4fee\u6539\u4e00\u4e9b\u53c2\u6570\uff0c\u624d\u80fd\u6b63\u5e38\u8f6c\u6362\u4e3aonnx bpu\uff0c\u8be6\u89c1\u540e\u7eed\u8bf4\u660e\u3002  <\/li>\n<li>\u63a8\u7406\u4ee3\u7801<br \/>\nPaddleOCR\u5b98\u65b9\u6559\u7a0b\u867d\u7136\u63d0\u4f9b\u4e86\u8f6c\u6362\u6559\u7a0b\uff0c\u4f46\u662f\u5b83\u5c55\u793a\u65f6\u7528\u7684\u63a8\u7406\u4ee3\u7801\uff0c\u4e0epaddlepaddle\u8026\u5408\u5728\u4e00\u8d77\uff0c\u65e0\u6cd5\u76f4\u63a5\u4f7f\u7528\u5728arm\u4e0a\u3002\u6b63\u5f53\u7b14\u8005\u5934\u75db\u662f\u8981\u5c06predict_system.py\u4ee3\u7801\u91cd\u6784\uff0c\u8fd8\u662f\u8d70\u56depaddle-lite\u7684\u8001\u8def\u65f6\uff0c\u4f7f\u7528\u4e86\u9762\u5411\u767e\u5ea6\u7f16\u7a0b\u7684\u5927\u62db\uff0c\u627e\u5230\u4e86\u5168\u7f51\u552f\u4e00\u4e00\u7bc7paddleocr\u8f6connx\u540e\u7684\u63a8\u7406\u4ee3\u7801\uff0c\u89c1 <a href=\"https:\/\/blog.csdn.net\/favorxin\/article\/details\/115270800\">PaddleOCR\u8f6cONNX\u6a21\u578b\uff08\u63a8\u7406\u90e8\u5206\uff09<\/a>\u3002<br \/>\n\u503c\u5f97\u6ce8\u610f\uff0cfavorxin\u5927\u4f6c\u7684\u4ee3\u7801\u53ef\u80fd\u662f\u6709\u70b9\u65e7\uff0c\u4f1a\u5c06rec\u65f6\u7684\u56fe\u7247resize[3, 32, 100]\uff0c\u4f1a\u5bfc\u81f4\u7cbe\u5ea6\u6709\u6240\u635f\u5931\u3002\u672c\u7bc7\u6559\u7a0b\u6240\u7528\u7684\u6a21\u578b\uff0c\u8bad\u7ec3\u65f6shape\u4e3a[3, 48, 320]\uff0c\u8bfb\u8005\u53ef\u81ea\u884c\u4fee\u6539\u3002<br \/>\n\u81f3\u6b64\uff0c\u51e0\u4e4e\u4e0d\u7528\u81ea\u5df1\u5199\u4ee3\u7801\uff0c\u5c31\u5df2\u5b8c\u6210\u5927\u90e8\u5206\u5de5\u4f5c\u91cf\uff0c\u53ef\u7528\u4e8epc\u3001arm\u73af\u5883\u7684demo\uff0c\u524d\u671f\u975e\u5e38\u5e78\u8fd0\uff08\u518d\u6b21\u5267\u900f\uff0c\u540e\u671f\u6bd4\u8f83\u75db\u82e6\uff09\u3002  <\/li>\n<li>\u5b8c\u6574\u7a0b\u5e8f\u4ee3\u7801<br \/>\n\u56e0\u4e3a\u589e\u52a0\u4e86\u6444\u50cf\u5934\u7684\u529f\u80fd\uff0c\u9700\u8bfb\u8005\u81ea\u884c\u4e0b\u8f7ddata\u6587\u4ef6\u5939\u5185\u7684onnx_v1.zip\u5230\u4f60\u672c\u5730\u8fd0\u884c\u3002  <\/p>\n<pre><code class=\"language-bash\">unzip onnx_v1.zip  \ncd \/home\/aistudio\/onnx_v1  \npip install -r requirements.txt  \n# 0\u662f\u6444\u50cf\u5934\u7684\u7d22\u5f15\uff0c\u4e0d\u586b\u65f6\u9ed8\u8ba4\u4e3a0  \npython3 main.py 0  \n# PS: \u6309q\u9000\u51fa\uff0c\u6309\u7a7a\u683c\u6682\u505c  <\/code><\/pre>\n<blockquote>\n<p>\u5b9e\u9645\u4e0a\u9664\u4e86paddle2onnx\u7684\u6a21\u578b\u8f6c\u6362\u53ef\u4ee5\u5728ai studio\u4e0a\u6267\u884c\uff0c\u5176\u4ed6\u4ee3\u7801\u90fd\u65e0\u6cd5\u8fd0\u884c  <\/p>\n<\/blockquote>\n<\/li>\n<\/ol>\n<h3>\u4e8c\uff09\u5730\u5e73\u7ebfX3\u786c\u4ef6\u7bc7<\/h3>\n<p>\u672c\u7bc7\u5f00\u7bc7\u524d\uff0c\u60f3\u5410\u69fd\u4e00\u4e0b\u7b14\u8005\u672c\u6b21\u9879\u76ee\u7684\u9709\u8fd0\u4f53\u8d28\u3002<br \/>\n\u7b2c\u4e00\u5757\u7684\u677f\u5b50\u662fEdgeboard\uff0c\u636e\u52a9\u6559\u8bf4\u677f\u5b50\u53ea\u652f\u63011.8.5\u7684\u6a21\u578b\uff0c\u8ddf\u7740PaddleOCR\u4e0a\u7684lite\u6559\u7a0b\u8dd1\u4e86\u4e00\u904d\uff0c\u679c\u7136\u4e0d\u884c\uff0c\u7f16\u8bd1\u4e0d\u4e86\u3002<br \/>\n\u7b2c\u4e8c\u5757\u677f\u5b50\u662f\u5730\u5e73\u7ebfX3\uff0c\u8ddf\u7740\u6559\u7a0b\u5237\u673a\u5931\u8d25\uff0c\u63a5\u7740\u8ba9\u56fd\u665f\u5927\u4f6c\u8fdc\u7a0b\u5e2e\u5fd9\u770b\u770b\u548b\u56de\u4e8b\uff0c\u786e\u5b9a\u677f\u5b50\u662f\u574f\u7684\u2026\u2026<br \/>\n\u7b2c\u4e09\u5757\u4e5f\u662fX3\uff0c\u7ec8\u4e8e\u6b63\u5e38\u4e86\uff0c\u5237\u673a\u4e00\u6c14\u5475\u6210\u3002  <\/p>\n<ol>\n<li>\u524d\u7f6e\u51c6\u5907<br \/>\n\u5f97\u5148\u8bf4\u660e\u4e00\u4e0b\uff0c\u5b98\u65b9\u5404\u8d44\u6e90\u4e0b\u8f7d\u70b9\uff0c\u5e76\u4e0d\u662f\u5f88\u7edf\u4e00\uff0c\u5f97\u81ea\u5df1\u4ed4\u7ec6\u5bfb\u627e\uff0c\u591a\u901b\u8bba\u575b\u3002<br \/>\n\u5982\u679c\u53ea\u60f3\u7b80\u5355\u4f53\u9a8c\uff0c\u5230onnx cpu\u90e8\u7f72\u7684\u7bc7\u7ae0\u5373\u53ef\uff0c\u4e0b\u8f7d\u767e\u5ea6\u7f51\u76d8\u7684\u8d44\u6e90\u5305\u3002<br \/>\n\u5982\u679c\u60f3\u5c1d\u8bd5BPU\u5f00\u53d1\uff0c\u9700\u4e0b\u8f7d20G+\u7684Docker\u955c\u50cf\u548c\u5de5\u5177\u5305\u3002<br \/>\n\u4ee5\u4e0b\u662f\u672c\u6b21\u9879\u76ee\u9700\u7528\u5230\u5404\u79cd\u8f6f\u4ef6\uff1a  <\/p>\n<ul>\n<li>MobaXterm\uff0c\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u7684\u4e32\u53e3\/vnc\u5de5\u5177\u3002  <\/li>\n<li>\u8fdb\u5165<a href=\"https:\/\/developer.horizon.ai\/resource\">\u5730\u5e73\u7ebf\u5b98\u65b9\u8d44\u6e90\u4e2d\u5fc3<\/a>\n<ul>\n<li>\u4e32\u53e3\u9a71\u52a8\uff0c3\u4e2a<br \/>\n\u85cf\u5728\u5929\u5de5\u5f00\u7269\u7684\u5de5\u5177\u5305\u4e2d\uff0c\u8fd9\u4e2a\u53056G+\u2026\u2026\u5efa\u8bae\u4ece\u767e\u5ea6\u7f51\u76d8\u91cc\u4e0b\u8f7d\u3002  <\/li>\n<li>SD\u5361\u70e7\u5f55\u5de5\u5177 balenaEtcher<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/90133512239483.png\" alt=\"\" \/>  <\/li>\n<li>EMMC\u70e7\u5f55\u5de5\u5177hbupdate<br \/>\n\u540c\u6837\u85cf\u5728\u5929\u5de5\u5f00\u7269\u7684\u5de5\u5177\u5305\u4e2d\u3002  <\/li>\n<li>\u65ed\u65e5X3\u6d3e\u7cfb\u7edf\u955c\u50cf\uff08\u684c\u9762\u7248\uff09\uff08\u5185\u542bEMMC Rom\uff09<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/154443312221057.png\" alt=\"\" \/>  <\/li>\n<li>X3SDB Ubuntu \u7cfb\u7edf\u955c\u50cf\uff08\u8fd9\u4e2a\u6ca1Desktop\uff0c\u548c\u4e0a\u9762\u7684\u4e8c\u9009\u4e00\u5373\u53ef\uff09  <\/li>\n<\/ul>\n<\/li>\n<li>\u5929\u5de5\u5f00\u7269\u5de5\u5177\u5305\uff0c\u4f7f\u7528FileZilla\u533f\u540d\u6253\u5f00\u5730\u5740 ftp:\/\/vrftp.horizon.ai\/Open_Explorer_gcc_9.3.0\/2.3.3\/\n<ul>\n<li>Docker\u4ea4\u53c9\u7f16\u8bd1\u955c\u50cf\uff0c15G  <\/li>\n<li>\u5929\u5de5\u5f00\u7269\u5de5\u5177\u5305\uff0c6G<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/589973712227350.png\" alt=\"\" \/>  <\/li>\n<\/ul>\n<\/li>\n<li>\u53e6\u4e00\u5927\u4f6c\u51c6\u5907\u597d\u7684\u767e\u5ea6\u7f51\u76d8\u8d44\u6e90\u5305 \uff0c\u4f5c\u7528\u57fa\u672c\u540c\u4e0a\n<ul>\n<li>\u94fe\u63a5\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1e8UISrjka2rqns21uv7tQg\">https:\/\/pan.baidu.com\/s\/1e8UISrjka2rqns21uv7tQg<\/a>  <\/li>\n<li>\u63d0\u53d6\u7801\uff1amfz5  <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u70e7\u5f55\u7cfb\u7edf\n<ul>\n<li>\u5b89\u88c53\u4e2ausb\u8f6c\u4e32\u53e3\u9a71\u52a8\uff0c\u91cd\u542f<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/427314312247516.png\" alt=\"\" \/>  <\/li>\n<li>\u70e7\u5f55EMMC<br \/>\n\u6709\u4e09\u79cd\u65b9\u5f0f\u53ef\u4ee5\u70e7\u5f55EMMC\uff0c\u5206\u522b\u4e3a\u7f51\u7edc\u3001Micro Usb\uff0c\u4e32\u53e3\u3002\u5f53\u677f\u5b50\u53d8\u7816\u5934\u4e86\uff0c\u5219\u9700\u8981\u4f7f\u7528\u4e32\u53e3\u65b9\u5f0f\uff0c\u672c\u7bc7\u4ee5\u6b64\u4e3a\u4f8b\u3002<br \/>\n\u5982\u4e0b\u56fe\u63a5\u597d\u4e32\u53e3\u8f6cUsb\u7ebf\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/445835016240185.png\" alt=\"\u4e32\u53e3\u65b9\u5f0f\" \/><br \/>\n\u5982\u679c\u9a71\u52a8\u3001\u6570\u636e\u7ebf\u5747\u65e0\u95ee\u9898\uff0c\u4f1a\u5728\u8bbe\u5907\u7ba1\u7406\u5668\u4e2d\u770b\u5230\u8bbe\u5907COM\u53e3\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/250140217236740.png\" alt=\"\" \/>  <\/li>\n<li>\u6253\u5f00MobaXterm\uff0c\u70b9\u51fbSession -&gt; Serial\uff0c\u8bbe\u7f6e\u7aef\u53e3\u53f7\uff0c\u6ce2\u7279\u7387921600\uff0cFlow control None\uff0c\u4fdd\u5b58\u540e\u53cc\u51fb\u6253\u5f00\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/39420417232494.png\" alt=\"\" \/><br \/>\n\u6253\u5f00Session\u540e\uff0c\u63a5\u4e0a\u7535\u6e90\uff08\u5982\u679c\u63a5\u4e86\u5c31\u62d4\u6389\u91cd\u63a5\uff09\uff0c\u6b64\u65f6\u4f1a\u770b\u4e32\u53e3\u8f93\u51fa\u7cfb\u7edf\u5f00\u673a\u4fe1\u606f\u3002<br \/>\n\u5982\u679c\u4f60\u5df2\u7ecf\u88c5\u597d\u4e86\u7cfb\u7edf\uff0c\u6700\u540e\u4f1a\u663e\u793alinux\u7684\u547d\u4ee4\u884c\u767b\u5f55\u7a97\u53e3\u3002<br \/>\n\u5173\u95edSession\uff0c\u51c6\u5907\u70e7\u5f55EMMC\u3002  <\/li>\n<li>EMMC Rom\u548cSD\u5361\u7cfb\u7edf\u7684\u9009\u62e9<br \/>\n\u7531\u4e8e\u4e00\u4e9b\u5386\u53f2\u539f\u56e0\uff0c\u7b14\u8005\u5237\u673a\u5237\u4e86x3 sdb emmc + x3 pi Ubuntu desktop\u3002\u8bfb\u8005\u4e5f\u53ef\u5c1d\u8bd5x3 pi \u7684emmc\uff0c\u7701\u70b9\u4e0b\u8f7d\u65f6\u95f4\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/42371817250374.png\" alt=\"\" \/>  <\/li>\n<li>\u6253\u5f00hbupdate\uff0c\u6309\u4e0b\u9762\u7ea2\u6846\u4fee\u6539\u8bbe\u7f6e\uff0c\u8bbe\u597d\u540e\u70b9\u51fb\u5f00\u59cb\u5347\u7ea7\u3002<br \/>\n\u5347\u7ea7\u65f6\uff0c\u9996\u5148\u4f1a\u63d0\u793a\u4f60\u62d4\u6389\u7535\u6e90\uff0c\u62d4\u6389\u540e\u70b9\u51fb\u786e\u5b9a\uff0c\u4f1a\u7ee7\u7eed\u63d0\u793a\u63a5\u4e0a\u7535\u6e90\uff0c\u63a5\u4e0a\u540e\u6309\u786e\u5b9a\u5373\u53ef\u3002\u5982\u65e0\u610f\u5916\uff0c\u51e0\u5206\u949f\u540e\u4f1a\u63d0\u793a\u5b89\u88c5\u6210\u529f\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/21492117247978.png\" alt=\"\u70e7\u5f55\u8bbe\u7f6e\" \/><br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/279172317245480.png\" alt=\"\u6210\u529f\u622a\u56fe\" \/>  <\/li>\n<li>\u70e7\u5f55SD\u5361<br \/>\n\u6b64\u65f6\u4f60\u9700\u8981\u4e00\u5f20SD\u5361\u53ca\u8bfb\u5361\u5668\u3002<br \/>\n\u6253\u5f00balenaEtcher.exe\uff0c\u9009\u62e9x3 pi \u955c\u50cf\u53caSD\uff0c\u70b9\u51fbFlash\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/260372717226721.png\" alt=\"\" \/>  <\/li>\n<li>\u767b\u5f55\u7cfb\u7edf<br \/>\n\u70e7\u5f55\u5b8c\u6bd5\u540e\uff0c\u62d4\u6389\u677f\u5b50\u7535\u6e90\uff0c\u63d2\u5165SD\uff0c\u518d\u6b21\u6253\u5f00MoboXterm\uff0c\u63a5\u4e0a\u7535\u6e90\uff0c\u8f93\u5165\u8d26\u53f7\u5bc6\u7801root\/root\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/86543017249161.png\" alt=\"\" \/>  <\/li>\n<li>\u4fee\u6539\u9759\u6001IP<br \/>\n\u6b64\u65f6\u9ed8\u8ba4IP\u662f192.168.1.10\uff0c\u53ef\u4ee5\u6309\u6b64\u65b9\u5f0f\u4fee\u6539IP\u3002  <\/p>\n<pre><code class=\"language-bash\"># \u4fee\u6539\u8bbe\u7f6e\u6587\u4ef6  \nvim \/etc\/network\/interfaces  \n# \u4fdd\u5b58\u540e\u91cd\u542f\u7f51\u7edc  \n\/etc\/init.d\/networking restart  <\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/172443617244297.png\" alt=\"\u4fee\u6539\u9759\u6001IP\" \/>  <\/p>\n<\/li>\n<li>\u5b89\u88c5vnc\uff08\u53ef\u9009\uff09<br \/>\n\u5b89\u88c5\u547d\u4ee4\u5982\u4e0b  <\/p>\n<pre><code class=\"language-bash\"># a\u5b89\u88c5\u8f6f\u4ef6\u5305  \napt install x11vnc  \n# \u8bbe\u7f6e\u5bc6\u7801  \n# \u8bbe\u7f6e\u540e\u4f1a\u6709\u4e00\u4e2a\u4fdd\u5b58\u8def\u5f84\uff0c\u5982\u679c\u8bfb\u8005\u7528\u7684\u4e0d\u662froot\u8d26\u53f7\uff0c\u4e0b\u9762\u811a\u672c\u5185\u5bb9\u8981\u76f8\u5e94\u4fee\u6539\u3002  \nx11vnc -storepasswd  \n# \u521b\u5efa\u5f00\u673a\u670d\u52a1  \nvim \/lib\/systemd\/system\/x11vnc.service  <\/code><\/pre>\n<p>\u5f00\u673a\u811a\u672c  <\/p>\n<pre><code class=\"language-bash\">[Unit]  \nDescription=Start x11vnc at startup.  \nAfter=multi-user.target  \n[Service]  \nType=simple  \nExecStart=\/usr\/bin\/x11vnc -auth guess -forever -loop -capslock -nomodtweak -noxdamage -repeat -rfbauth \/root\/.vnc\/passwd -rfbport 5900 -shared  \n[Install]  \nWantedBy=multi-user.target  <\/code><\/pre>\n<p>\u542f\u52a8\u670d\u52a1  <\/p>\n<pre><code>systemctl daemon-reload  \nsystemctl enable x11vnc.service  \nsystemctl start x11vnc.service  \nsystemctl status x11vnc.service  <\/code><\/pre>\n<p>\u64cd\u4f5c\u5b8c\u6bd5\u540e\uff0c\u7ee7\u7eed\u4f7f\u7528MOBAXterm\uff0c\u65b0\u5efaSession -&gt; VNC<br \/>\n\u7aef\u53e3\u5728\u5f00\u673a\u811a\u672c\u4e2d\uff0c\u8981\u4e00\u81f4\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/139005517230977.png\" alt=\"\u8bbe\u7f6e\u754c\u9762\" \/><br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/558355417237843.png\" alt=\"vnc\u753b\u9762\" \/><br \/>\n\u9700\u8981\u6ce8\u610f\uff0c\u684c\u9762\u7684\u9ed8\u8ba4\u767b\u5f55\u8d26\u53f7\u5bc6\u7801\u4e3asunrise\/sunrise\u3002<br \/>\n\u6545\uff0c\u5728\u8fd9\u91cc\u8f93\u5165\u67d0\u4e9b\u547d\u4ee4\uff0c\u662f\u9700\u8981\u52a0sudo\u7684\uff0c\u4e0d\u8981\u548c\u4e0a\u9762\u4e32\u53e3\u7684root\u8d26\u53f7\u641e\u6df7\u3002  <\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4e09\uff09ONNX\u5b9e\u673a\u6d4b\u8bd5<\/h3>\n<p>\u7b14\u8005\u4ee5\u4e0b\u547d\u4ee4\u662f\u901a\u8fc7vnc\u6253\u5f00\u677f\u5b50\u91cc\u7684\u7ec8\u7aef\u64cd\u4f5c\u7684\uff0c\u4e0d\u662f\u4e32\u53e3\u3002<br \/>\n\u5148\u4f7f\u7528FileZilla\u4e0a\u4f20onnx_v1\u7684\u4ee3\u7801\u3002<br \/>\n\u7b14\u8005\u7528\u7684\u662fusb \u6444\u50cf\u5934\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u627e\u6444\u50cf\u5934\u3002  <\/p>\n<pre><code class=\"language-bash\"># \u8fd9\u91cc\u4f1a\u6709\u5f88\u591a\u4e2a\u8bbe\u5907\uff0c\u5982\u679c\u4e0d\u786e\u5b9a\u662f\u54ea\u4e2a\uff0c\u5148\u62d4\u6389\u8f93\u5165\u4e00\u6b21\u547d\u4ee4\uff0c\u518d\u63d2\u5165\u8f93\u5165\u4e00\u6b21  \nls \/dev\/video*  \n# \u6539\u4e3a\u4f60\u4e0a\u4f20\u7684\u8def\u5f84  \ncd \/home\/sunrise\/LPR\/onnx_v1\/ppocr_onnx  \n# \u6539\u4e3a\u4f60\u7684\u6444\u50cf\u5934\u7d22\u5f15  \npython3 main.py 8  <\/code><\/pre>\n<p>\u81f3\u6b64\u7b14\u8005\u80fd\u5b8c\u6574\u8fd0\u884c\u7684\u90e8\u5206\uff0c\u5df2\u8bf4\u660e\u5b8c\u6bd5\u3002<br \/>\n\u4e0b\u9762\u7684BPU\u7bc7\uff0c\u7b14\u8005\u80fd\u529b\u6709\u9650\uff0c\u5e76\u672a\u5b9e\u73b0\u4e00\u4e2a\u5b8c\u6574\u7684\u843d\u5730\u65b9\u6848\u3002  <\/p>\n<h3>\u56db\uff09BPU\u52a0\u901f\u63a8\u7406\u7bc7<\/h3>\n<p>\u5148\u91cd\u65b0\u8bf4\u660e\u4e00\u4e0b\u8f6c\u6362\u8def\u7ebf\uff0cpaddleocr -&gt; onnx -&gt; onnx bpu\u3002<br \/>\nonnx\u8f6connx bpu\u9700\u8981\u5728\u5929\u5de5\u5f00\u7269\u7684docker\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e2d\u8fdb\u884c\u3002<br \/>\n\u9996\u5148\uff0c\u5f3a\u70c8\u5efa\u8bae\u4f60\u8bfb\u5b8c\u8fd9\u4e24\u7bc7\u6587\u7ae0\u4e2d\u7684bpu\u6a21\u578b\u8f6c\u6362\u90e8\u5206\u518d\u6765\u64cd\u4f5c\uff0c\u5426\u5219\u53ef\u80fd\u4f1a\u6709\u70b9\u4e00\u5934\u96fe\u6c34\u3002<br \/>\n<a href=\"https:\/\/blog.csdn.net\/Zhaoxi_Li\/article\/details\/125516265\">[BPU\u90e8\u7f72\u6559\u7a0b] \u4e00\u6587\u5e26\u4f60\u8f7b\u677e\u8d70\u51fa\u6a21\u578b\u90e8\u7f72\u65b0\u624b\u6751<\/a><br \/>\n<a href=\"https:\/\/developer.horizon.ai\/forumDetail\/112555549341653639\">[BPU\u90e8\u7f72\u6559\u7a0b] \u6559\u4f60\u641e\u5b9aYOLOV5\u90e8\u7f72 (\u7248\u672c_ 6.2)<\/a><br \/>\n\u5728\u8fd9\u4e24\u7bc7\u6587\u7ae0\u4e2d\uff0c\u4f60\u9700\u8981\u641e\u61c2\uff1a  <\/p>\n<ul>\n<li>\u5982\u4f55\u7528docker\u642d\u5efa\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u3002<br \/>\n\u4e0b\u9762\u662f\u7b14\u8005\u7684\u547d\u4ee4\u3002  <\/p>\n<pre><code class=\"language-bash\"># \u7b14\u8005\u7528\u7684\u662fUbuntu\u865a\u62df\u673a\u91cc\u8fd0\u884cdocker\uff0c\u548c\u4e0a\u9762\u6587\u7ae0\u91cc\u7684\u4e0d\u8981\u4e00\u6837  \n# \u7b2c\u4e00\u4e2a-v\u53c2\u6570\uff0c\u4e3a\u4e86\u65b9\u4fbf\u4e0a\u4f20\u6587\u4ef6\u5230\u5bbf\u4e3b\u540e\uff0c\u4e0d\u7528\u518d\u590d\u5236\u8fdbdocker\u5bb9\u5668  \n# \u7b2c\u4e8c\u4e2a-v\u53c2\u6570\uff0c\u662f\u5929\u5de5\u5f00\u7269\u5de5\u5177\u5305\u7684\u6587\u4ef6\u8def\u5f84  \nsudo docker run -it --rm \\  \n-v \/home\/walker\/horizon:\/horizon \\  \n-v \/home\/walker\/horizon\/horizon_xj3_open_explorer_v2.3.3_20220727:\/open_explorer \\  \nhub.hobot.cc\/aitools\/ai_toolchain_centos_7_xj3:v2.3.3  <\/code><\/pre>\n<\/li>\n<li>bpu\u8f6c\u6362\u6a21\u578b\u4e2dyaml\u914d\u7f6e\u6587\u4ef6\u91cc\u7684\u53c2\u6570\u542b\u4e49\u3002<br \/>\n\u4e0b\u9762\u662f\u7b14\u8005\u7684det\u548crec\u7684yaml\u6587\u4ef6\uff0c\u53c2\u6570\u542b\u4e49\u653e\u5728\u540e\u7eed\u7ed3\u5408\u5b9e\u4f8b\u518d\u8bf4\u3002\u3002  <\/p>\n<pre><code class=\"language-yaml\"># convert_det.yaml  \nmodel_parameters:  \nonnx_model: &#039;model.onnx&#039;  \noutput_model_file_prefix: &#039;model&#039;  \nmarch: &#039;bernoulli2&#039;  \ninput_parameters:  \ninput_type_train: &#039;bgr&#039;  \ninput_layout_train: &#039;NCHW&#039;  \ninput_type_rt: &#039;nv12&#039;  \nnorm_type: &#039;data_scale&#039;  \nscale_value: 0.003921568627451  \ninput_layout_rt: &#039;NCHW&#039;  \ncalibration_parameters:  \ncal_data_dir: &#039;.\/calibration_data&#039;  \ncalibration_type: &#039;max&#039;  \nmax_percentile: 0.9999  \ncompiler_parameters:  \ncompile_mode: &#039;latency&#039;  \noptimize_level: &#039;O3&#039;  \ndebug: False  \ncore_num: 2  <\/code><\/pre>\n<pre><code class=\"language-yaml\"># convert_rec.yaml  \nmodel_parameters:  \nonnx_model: &#039;model.onnx&#039;  \noutput_model_file_prefix: &#039;model&#039;  \nmarch: &#039;bernoulli2&#039;  \ninput_parameters:  \ninput_type_train: &#039;bgr&#039;  \ninput_layout_train: &#039;NCHW&#039;  \ninput_type_rt: &#039;nv12&#039;  \nnorm_type: &#039;data_scale&#039;  \nscale_value: 0.003921568627451  \ninput_layout_rt: &#039;NCHW&#039;  \ncalibration_parameters:  \ncal_data_dir: &#039;.\/calibration_data&#039;  \ncalibration_type: &#039;max&#039;  \nmax_percentile: 0.9999  \ncompiler_parameters:  \ncompile_mode: &#039;latency&#039;  \noptimize_level: &#039;O3&#039;  \ndebug: False  \ncore_num: 2  <\/code><\/pre>\n<p>\u5176\u6b21\uff0c\u4f60\u9700\u8981\u91cd\u65b0\u56de\u987epaddle2onnx\u7684\u5185\u5bb9\u3002\u56e0\u4e3apaddleocr\u7684\u4f8b\u5b50\uff0c\u8f93\u5165\u7684sharp\u662f\u52a8\u6001\u7684\uff0c\u9700\u8981\u5c06sharp\u4fee\u6539\u4e3a\u9759\u6001\u3002<br \/>\n:exclamation:\u4ee5\u4e0b\u547d\u4ee4\u5728paddlepaddle\u7684\u73af\u5883\u91cc\u6267\u884c\u3002  <\/p>\n<pre><code class=\"language-bash\"># \u8f6c\u5316det\u6a21\u578b  \npaddle2onnx --model_dir .\/det\/LPR_db_mv3_det\/inference ^  \n--model_filename inference.pdmodel ^  \n--params_filename inference.pdiparams ^  \n--save_file .\/det\/LPR_db_mv3_det\/det_onnx\/model.onnx ^  \n--opset_version 10 ^  \n--input_shape_dict=&quot;{&#039;x&#039;:[1,3,480,640]}&quot; ^  \n--enable_onnx_checker True ^  \n--enable_dev_version False  \n# \u8f6c\u5316rec\u6a21\u578b  \npaddle2onnx --model_dir .\/rec\/LPR_svtr_mv1e_rec\/inference ^  \n--model_filename inference.pdmodel ^  \n--params_filename inference.pdiparams ^  \n--save_file .\/rec\/LPR_svtr_mv1e_rec\/rec_onnx\/model.onnx ^  \n--opset_version 10 ^  \n--input_shape_dict=&quot;{&#039;x&#039;:[1,3,48,320]}&quot; ^  \n--enable_onnx_checker True ^  \n--enable_dev_version False  <\/code><\/pre>\n<p>\u6309PaddleOCR\u5b98\u65b9\u8bf4\u660e\uff0c\u6539\u4e3a\u9759\u6001\u7cbe\u5ea6\u4f1a\u6709\u6240\u964d\u4f4e\u3002<br \/>\n\u4e00\u4e9b\u8bf4\u660e\uff1a  <\/p>\n<\/li>\n<li>\u4e0d\u540c\u7248\u672c\u7684paddle2onnx\u4e2d\uff0c\u652f\u6301\u7684\u53c2\u6570\u4e0d\u4e00\u6837\uff0c\u7b14\u8005\u7528\u7684\u662f1.0.1  <\/li>\n<li>opset_version\uff0c\u5fc5\u987b\u5c0f\u4e8e11\uff0c\u7248\u672c\u8fc7\u9ad8\u65e0\u6cd5\u8f6c\u6362\u4e3abpu\u6a21\u578b\u3002  <\/li>\n<li>det\u7684input_shape_dict<code><code>{&#039;x&#039;:[1,3,480,640]}<\/code><code>\uff0c\u5bf9\u5e94bpu\u8f6c\u6362yaml\u6587\u4ef6\u7684<\/code><code>NCHW<\/code><\/code>\u6a21\u5f0f\uff0c\u5373{batchsize\uff0c\u989c\u8272\uff0c\u9ad8\uff0c\u5bbd}\u3002\u5176\u4e2d\u9ad8\u5bbd\u662f\u7b14\u8005\u7684\u6444\u50cf\u5934\u5206\u8fa8\u7387\uff0c\u8bfb\u8005\u53ef\u6309\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\u3002<br \/>\n<mark>\u6444\u50cf\u5934\u5206\u8fa8\u7387\u662f2K\u30014K\u4ec0\u4e48\u7684\u5c31\u6309\u6bd4\u4f8b\u7f29\u5c0f\u5427\uff0c\u9ad8\u6e05\u5927\u56fe\u4e0d\u73b0\u5b9e\uff0c\u4e25\u91cd\u5f71\u54cd\u63a8\u7406\u6027\u80fd\u3002<\/mark>  <\/li>\n<li>det\u7684input_shape_dict<code><code>{&#039;x&#039;:[1,3,48,320]}<\/code><\/code>\uff0c\u8fd9\u4e2a\u662fv3\u6a21\u578b\u8bad\u7ec3\u65f6\u8f93\u5165\u7684\u56fe\u50cf\u5927\u5c0f\u3002<br \/>\n<blockquote>\n<p>\u6309\u7b14\u8005\u7684\u7406\u89e3\uff0c\u8fd9\u4e24\u4e2asharp\u4f30\u8ba1\u4e0d\u4f1a\u51cf\u5c11\u8f6c\u6362\u7684\u7cbe\u5ea6\u3002  <\/p>\n<\/blockquote>\n<\/li>\n<\/ul>\n<p>:exclamation:\u4ee5\u4e0b\u547d\u4ee4\u5728\u5929\u5de5\u5f00\u7269\u7684\u73af\u5883\u64cd\u4f5c\uff08docker\uff09\u6267\u884c\u3002<br \/>\n\u7531\u4e8e\u7b14\u8005\u6ca1\u6709\u5b8c\u6574\u5b9e\u73b0\uff0c\u5c31\u4e0d\u653e\u6d4b\u8bd5\u4ee3\u7801\u4e86\uff0c\u56e0\u4e3a\u6bd4\u8f83\u6df7\u4e71\u53ef\u80fd\u4f1a\u8bef\u5bfc\u8bfb\u8005\u3002\u8fd9\u91cc\u4ee5onnx_v1\u4e3a\u4f8b\u3002  <\/p>\n<ul>\n<li>\u5148\u628aonnx_v1\u4e0a\u4f20\u5230docker\u91cc\u7684\/horizon\u6587\u4ef6\u5939  <\/li>\n<li>\u68c0\u67e5\u6a21\u578b\u662f\u5426\u652f\u6301BPU\u52a0\u901f\u3002\n<pre><code class=\"language-bash\"># \u5148cd\u5230output\u7236\u76ee\u5f55\u518d\u6267\u884c  \nhb_mapper checker --model-type onnx --march bernoulli2 --model output\/det\/LPR_db_mv3_det\/det_onnx\/model.onnx  \nhb_mapper checker --model-type onnx --march bernoulli2 --model output\/rec\/LPR_svtr_mv1e_rec\/rec_onnx\/model.onnx  <\/code><\/pre>\n<p>\u6700\u540e\u6ca1\u62a5\u9519\u5373\u53ef\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/85360719221507.png\" alt=\"\" \/>  <\/p>\n<\/li>\n<li>\u8f6c\u6362onnx bpu\u6a21\u578b<br \/>\n\u628a\u4e0a\u9762\u7684yaml\u6587\u4ef6\u5bf9\u5e94\u653e\u5230det_onnx\u548crec_onnx\u91cc\u3002<br \/>\ndet\u7684\u8f6c\u6362\uff1a  <\/p>\n<pre><code class=\"language-bash\"># \u5148cd\u5230det_onnx  \nhb_mapper makertbin --config convert_det.yaml --model-type onnx  <\/code><\/pre>\n<p>\u6210\u529f\u8f6c\u63a5\u7684\u622a\u56fe\uff0cbin\u6a21\u578b\u6587\u4ef6\u4f1a\u8f93\u51fa\u5728model_output\u91cc\u3002<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/1601519224011.png\" alt=\"\" \/><br \/>\n\u540c\u7406rec\u7684\u8f6c\u5316\uff1a  <\/p>\n<pre><code class=\"language-bash\"># \u5148cd\u5230rec_onnx  \nhb_mapper makertbin --config convert_det.yaml --model-type onnx  <\/code><\/pre>\n<p>\u622a\u56fe<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/35681819232958.png\" alt=\"\" \/>  <\/p>\n<\/li>\n<\/ul>\n<p>:exclamation:\u4ee5\u4e0b\u547d\u4ee4\u5728paddlepaddle\u7684\u73af\u5883\u91cc\u6267\u884c  <\/p>\n<ul>\n<li>\u4e0a\u677f\u6d4b\u8bd5<br \/>\ndet\u6d4b\u8bd5\uff08\u6ce8\u610f\u9700\u8981sudo\u6743\u9650\uff09<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/162402419225843.png\" alt=\"\" \/><br \/>\nrec\u6d4b\u8bd5<br \/>\n<img decoding=\"async\" src=\"\/dimwalker\/Wlkr.MyNote\/raw\/master\/2023\/11\/24\/vx_images\/162392919226452.png\" alt=\"\" \/>  <\/li>\n<\/ul>\n<p>\u867d\u7136\u65e0\u6cd5\u786e\u5b9a\u7ed3\u679c\u6b63\u4e0d\u6b63\u786e\uff0c\u4f46\u4ece\u6027\u80fd\u65b9\u9762\u5206\u6790\uff0cdet\u2248220ms\uff0crec&lt;100ms\uff0c\u9884\u4f30\u6027\u80fd\u4ececpu\u76841\u5e27\u6bcf\u79d2\u63d0\u5347\u52302~3\u5e27\u6bcf\u79d2\u5427\u3002  <\/p>\n<h2>\u4e94\u3001\u7ed3\u8bed<\/h2>\n<p>\u5bf9\u7b14\u8005\u6765\u8bf4\uff0c\u662f\u9996\u6b21\u63a5\u89e6arm\u65b9\u9762\u7684\u7f16\u7a0b\uff0c\u8fc7\u7a0b\u4e5f\u662f\u4e00\u6ce2\u4e09\u6298\uff0c\u501f\u4e863\u5757\u677f\u5b50\u624d\u505a\u5230\u73b0\u5728\u7684\u7a0b\u5ea6\u3002\u53ea\u53ef\u60dc\u6700\u540e\u8fd8\u662f\u80fd\u529b\u6709\u9650\uff0c\u6ca1\u5b8c\u6210\u540e\u5904\u7406\u90e8\u5206\uff0c\u7565\u611f\u9057\u61be\u3002<br \/>\n\u81f3\u4e8e\u8f66\u724c\u8bc6\u522b\u8fd9\u4e2a\u7acb\u9879\uff0c\u662f\u7b14\u8005\u6bd5\u4e1a\u90a3\u5e74\u6240\u5728\u516c\u53f8\u7684\u4e3b\u8425\u4e1a\u52a1\u3002\u5f53\u65f6\u7b14\u8005\u4f5c\u4e3a\u4e00\u4e2a\u65b0\u624b\uff0c\u5e76\u672a\u63a5\u89e6\u751a\u81f3\u5b8c\u5168\u4e0d\u6e05\u695a\u5176\u4e2d\u7528\u5230\u4ec0\u4e48\u6280\u672f\u3002\u73b0\u5728\u80fd\u7528\u81ea\u5df1\u7684\u6280\u672f\u7ecf\u9a8c\uff0c\u505a\u4e2a\u6280\u672f\u8def\u7ebf\u4e0d\u4e00\u6837\u7684\u8f66\u724c\u8bc6\u522bdemo\u51fa\u6765\uff0c\u4e5f\u7b97\u662f\u4eba\u751f\u7684\u4e00\u4e2a\u56de\u987e\u5427\u3002  <\/p>\n","protected":false},"excerpt":{"rendered":"\u3010AI\u8fbe\u4eba\u521b\u9020\u8425\u4e09\u671f\u3011\u5728\u5730\u5e73\u7ebfX3\u4e0a\u90e8\u7f72\u8f66\u724c\u8bc6\u522b\u7cfb\u7edf \u4e00\u3001 \u9879\u76ee\u4ecb\u7ecd \u672c\u9879\u76ee\u5c5e\u4e8eAI\u8fbe\u4eba\u521b\u9020\u8425\u4e09\u671f\u9879\u76ee\uff0c\u4e3b\u8981\u63a2\u7d22\u5982\u4f55\u5c06PaddleOCR\u8bad\u7ec3\u7684\u8f66\u724c\u8bc6\u522b\u6a21\u578b\u90e8\u7f72\u5728\u5730\u5e73\u7ebfX3\u7684\u677f\u5b50\u4e0a\uff0c\u5e76\u5b9e\u73b0\u5b9e\u65f6\u63a8\u7406\u3002 \u9879 &#8230;","protected":false},"author":1,"featured_media":14,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,3],"tags":[23,26,25,14,18,24,17],"class_list":["post-32","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-3","tag-arm","tag-bpu","tag-onnx","tag-paddleocr","tag-18","tag-x3","tag-17"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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