{"id":25,"date":"2026-06-24T23:20:22","date_gmt":"2026-06-24T15:20:22","guid":{"rendered":"http:\/\/49.233.219.48\/?p=25"},"modified":"2026-07-04T18:29:37","modified_gmt":"2026-07-04T10:29:37","slug":"livablehub-%e8%a7%86%e9%a2%91%e4%ba%a4%e9%80%9a%e6%b5%81%e5%8f%82%e6%95%b0%e5%88%86%e6%9e%90%e5%b7%a5%e5%85%b7%ef%bc%9a%e9%9d%a2%e5%90%91%e9%81%93%e8%b7%af%e7%9b%91%e6%8e%a7%e8%a7%86%e9%a2%91%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.livablehub.com\/?p=25","title":{"rendered":"TrafficInsight\uff1a\u89c6\u9891\u4ea4\u901a\u6d41\u53c2\u6570\u5206\u6790\u5de5\u5177v0.3.0(win+mac\u7248)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5e38\u89c1\u9700\u6c42\u662f\uff1a\u5feb\u901f\u521d\u6b65\u5224\u65ad\u5f53\u524d\u8def\u6bb5\u9ad8\u901f\u516c\u8def\u7684\u4ea4\u901a\u6d41\u4fe1\u606f\uff0c\u5982\u6d41\u91cf\uff0c\u5e73\u5747\u901f\u5ea6\u7b49\u3002\u6216\u8005\u662f\u5728\u9879\u76ee\u62db\u6295\u6807\u524d\u671f\uff0c\u5feb\u901f\u5224\u65ad\u4ea4\u901a\u611f\u77e5\u8bbe\u5907\u7684\u7cbe\u5ea6\u662f\u5426\u8fbe\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u505a\u6cd5\u5f80\u5f80\u4f9d\u8d56\u4eba\u5de5\u89c2\u770b\u89c6\u9891\u4f5c\u4e3a\u57fa\u7ebf\u3001\u624b\u52a8\u8bb0\u5f55\u8f66\u8f86\u901a\u8fc7\u65f6\u95f4\uff0c\u6216\u8005\u4f7f\u7528\u8f83\u91cd\u7684\u4e13\u4e1a\u5e73\u53f0\u3002\u5bf9\u4e8e\u5c0f\u578b\u56e2\u961f\u3001\u5de5\u7a0b\u54a8\u8be2\u573a\u666f\u6765\u8bf4\uff0c\u8fd9\u7c7b\u6d41\u7a0b\u901a\u5e38\u6210\u672c\u8f83\u9ad8\uff0c\u4e5f\u4e0d\u591f\u7075\u6d3b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u8fd9\u4e2a\u9700\u6c42\uff0cLivableHub \u57fa\u4e8eAI+\u4ea4\u901a\u6d41\u6280\u672f\u7814\u7a76\u4e86\u4e00\u6b3e\u9762\u5411\u9ad8\u901f\u516c\u8def\u89c6\u9891\u5206\u6790\u6d41\u91cf\u7684\u684c\u9762\u5de5\u5177\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TrafficInsight v0.3.0<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u7248\u672c\u4e3b\u8981\u9762\u5411windows\u7535\u8111\u6216mac\u7535\u8111\u672c\u5730\u8fd0\u884c\uff0c\u652f\u6301\u89c6\u9891\u5bfc\u5165\u3001\u9f20\u6807\u753b\u7ebf\u3001\u8f66\u8f86\u68c0\u6d4b\u3001\u8f66\u8f86\u8ddf\u8e2a\u3001\u901f\u5ea6\u4f30\u8ba1\u3001\u6d41\u91cf\u7edf\u8ba1\u3001Excel \u5bfc\u51fa\u548c\u6807\u6ce8\u89c6\u9891\u8f93\u51fa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"684\" src=\"https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-1024x684.png\" alt=\"\" class=\"wp-image-68\" srcset=\"https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-1024x684.png 1024w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-300x200.png 300w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-768x513.png 768w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-440x294.png 440w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-680x454.png 680w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484-600x401.png 600w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484.png 1180w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-1024x576.jpg\" alt=\"\" class=\"wp-image-66\" srcset=\"https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-1024x576.jpg 1024w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-300x169.jpg 300w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-768x432.jpg 768w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-1536x864.jpg 1536w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-440x247.jpg 440w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-680x382.jpg 680w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-1320x742.jpg 1320w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB-600x337.jpg 600w, https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_162714_316_under2MB.jpg 1707w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u8f6f\u4ef6\u5b9a\u4f4d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6b3e\u5de5\u5177\u7684\u6838\u5fc3\u76ee\u6807\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u628a\u666e\u901a\u9053\u8def\u76d1\u63a7\u89c6\u9891\uff0c\u8f6c\u5316\u4e3a\u53ef\u590d\u6838\u3001\u53ef\u5bfc\u51fa\u7684\u4ea4\u901a\u6d41\u53c2\u6570\u7ed3\u679c\u3002<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u91cd\u70b9\u5173\u6ce8\u4ee5\u4e0b\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u901f\u516c\u8def\u76d1\u63a7\u89c6\u9891\u5206\u6790<\/li>\n\n\n\n<li>\u57ce\u5e02\u9053\u8def\u4ea4\u901a\u6d41\u91cf\u7edf\u8ba1<\/li>\n\n\n\n<li>\u8f66\u8f86\u901f\u5ea6\u4f30\u8ba1<\/li>\n\n\n\n<li>\u5c0f\u8f66 \/ \u8d27\u8f66\u5206\u7c7b\u7edf\u8ba1<\/li>\n\n\n\n<li>\u89c6\u9891\u5206\u6790\u7ed3\u679c\u590d\u6838<\/li>\n\n\n\n<li>\u4ea4\u901a\u5de5\u7a0b\u7814\u7a76\u548c\u65b9\u6848\u8bc4\u4f30<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f6f\u4ef6\u4e0d\u662f\u7b80\u5355\u7684\u89c6\u9891\u64ad\u653e\u5668\uff0c\u4e5f\u4e0d\u662f\u5355\u7eaf\u7684\u76ee\u6807\u68c0\u6d4b Demo\uff0c\u800c\u662f\u56f4\u7ed5\u4ea4\u901a\u5206\u6790\u6d41\u7a0b\u505a\u4e86\u4e13\u95e8\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53\u524d\u7248\u672c\u529f\u80fd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7248\u672c\u5df2\u7ecf\u652f\u6301\u4ee5\u4e0b\u4e3b\u8981\u529f\u80fd\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u89c6\u9891\u5bfc\u5165\u4e0e\u753b\u7ebf\u5206\u6790<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u53ef\u4ee5\u6253\u5f00\u672c\u5730\u89c6\u9891\u6587\u4ef6\uff0c\u5e76\u5728\u89c6\u9891\u753b\u9762\u4e2d\u76f4\u63a5\u7528\u9f20\u6807\u7ed8\u5236\u4e24\u6761\u6d4b\u901f\u7ebf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f66\u8f86\u4f9d\u6b21\u7ecf\u8fc7\u4e24\u6761\u7ebf\u540e\uff0c\u8f6f\u4ef6\u4f1a\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u771f\u5b9e\u8ddd\u79bb\uff0c\u4f30\u7b97\u8f66\u8f86\u901f\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u6bd4\u624b\u52a8\u8f93\u5165\u5750\u6807\uff0c\u9f20\u6807\u753b\u7ebf\u66f4\u76f4\u89c2\uff0c\u4e5f\u66f4\u9002\u5408\u5b9e\u9645\u9053\u8def\u89c6\u9891\u573a\u666f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u9884\u89c8\u5206\u6790<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5b8c\u6574\u5206\u6790\u524d\uff0c\u7528\u6237\u53ef\u4ee5\u5148\u8fd0\u884c\u4e00\u6bb5\u77ed\u65f6\u95f4\u9884\u89c8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9884\u89c8\u5206\u6790\u4f1a\u751f\u6210\u5e26\u68c0\u6d4b\u6846\u3001\u8ddf\u8e2a\u8f68\u8ff9\u3001\u6d4b\u901f\u7ebf\u548c\u7edf\u8ba1\u4fe1\u606f\u7684\u89c6\u9891\u6587\u4ef6\uff0c\u65b9\u4fbf\u7528\u6237\u68c0\u67e5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f66\u8f86\u662f\u5426\u88ab\u6b63\u786e\u8bc6\u522b<\/li>\n\n\n\n<li>\u6d4b\u901f\u7ebf\u4f4d\u7f6e\u662f\u5426\u5408\u7406<\/li>\n\n\n\n<li>\u662f\u5426\u53d1\u751f\u6f0f\u68c0\u6216\u8bef\u68c0<\/li>\n\n\n\n<li>\u662f\u5426\u80fd\u591f\u6b63\u5e38\u5f62\u6210\u8fc7\u7ebf\u8bb0\u5f55<\/li>\n\n\n\n<li>\u8f93\u51fa\u89c6\u9891\u662f\u5426\u7b26\u5408\u9884\u671f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u6b65\u5bf9\u5b9e\u9645\u4f7f\u7528\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u753b\u7ebf\u4f4d\u7f6e\u4f1a\u76f4\u63a5\u5f71\u54cd\u6d4b\u901f\u548c\u6d41\u91cf\u7edf\u8ba1\u7ed3\u679c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u5b8c\u6574\u89c6\u9891\u5206\u6790<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u786e\u8ba4\u753b\u7ebf\u548c\u8bc6\u522b\u6548\u679c\u540e\uff0c\u53ef\u4ee5\u8fdb\u884c\u5b8c\u6574\u89c6\u9891\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f6f\u4ef6\u4f1a\u8f93\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excel \u7edf\u8ba1\u7ed3\u679c<\/li>\n\n\n\n<li>\u6807\u6ce8\u540e\u7684\u89c6\u9891\u6587\u4ef6<\/li>\n\n\n\n<li>\u8f66\u8f86\u6570\u91cf\u7edf\u8ba1<\/li>\n\n\n\n<li>\u5c0f\u8f66 \/ \u8d27\u8f66\u5206\u7c7b\u7edf\u8ba1<\/li>\n\n\n\n<li>\u901f\u5ea6\u7edf\u8ba1\u7ed3\u679c<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u7edf\u8ba1\u5468\u671f\u5185\u7684\u4ea4\u901a\u6d41\u53c2\u6570<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7edf\u8ba1\u95f4\u9694\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\uff0c\u4f8b\u5982\u6bcf 60 \u79d2\u7edf\u8ba1\u4e00\u6b21\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u591a\u6a21\u578b\u9009\u62e9<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7248\u672c\u652f\u6301\u4e0d\u540c\u68c0\u6d4b\u6a21\u578b\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u754c\u9762\u4e2d\u5df2\u63a5\u5165\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>YOLOv5s \u901a\u7528\u7248<\/li>\n\n\n\n<li>YOLO11s \u901a\u7528\u7248<\/li>\n\n\n\n<li>\u9ad8\u901f\u516c\u8def\u4e13\u7528\u6a21\u578b\u9884\u7559\u4f4d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d YOLOv5 \u4f5c\u4e3a\u9ed8\u8ba4\u6a21\u578b\uff0cYOLO11 \u4f5c\u4e3a\u65b0\u4e00\u4ee3\u6a21\u578b\u9009\u9879\u3002\u540e\u7eed\u8ba1\u5212\u7ee7\u7eed\u589e\u5f3a\u6a21\u578b\u5373\u63d2\u5373\u7528\u80fd\u529b\uff0c\u4f7f\u8f6f\u4ef6\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u573a\u666f\u9009\u62e9\u66f4\u9002\u5408\u7684\u68c0\u6d4b\u6a21\u578b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">5. Apple \u82af\u7247\u52a0\u901f\u652f\u6301<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 macOS \u8bbe\u5907\u4e0a\uff0c\u5f53\u524d\u7248\u672c\u5df2\u7ecf\u652f\u6301 PyTorch MPS \u540e\u7aef\uff0c\u53ef\u8c03\u7528 Apple Silicon \u82af\u7247\u8fdb\u884c\u63a8\u7406\u52a0\u901f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u53ef\u4ee5\u5728\u754c\u9762\u4e2d\u9009\u62e9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>auto<\/li>\n\n\n\n<li>mps<\/li>\n\n\n\n<li>cpu<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d <code>auto<\/code> \u4f1a\u81ea\u52a8\u9009\u62e9\u5f53\u524d\u53ef\u7528\u7684\u6700\u4f73\u8bbe\u5907\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">6. \u4e13\u4e1a\u5316 Qt \u754c\u9762<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b0\u7248\u672c\u5df2\u7ecf\u4ece\u65e9\u671f PySimpleGUI \u754c\u9762\u8fc1\u79fb\u5230 Qt \/ PySide6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u754c\u9762\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u4ef6\u83dc\u5355<\/li>\n\n\n\n<li>\u5206\u6790\u83dc\u5355<\/li>\n\n\n\n<li>\u6a21\u578b\u83dc\u5355<\/li>\n\n\n\n<li>\u5de5\u5177\u83dc\u5355<\/li>\n\n\n\n<li>\u5e2e\u52a9\u83dc\u5355<\/li>\n\n\n\n<li>\u5e95\u90e8\u72b6\u6001\u680f<\/li>\n\n\n\n<li>\u6a21\u578b\u72b6\u6001\u663e\u793a<\/li>\n\n\n\n<li>\u8f93\u51fa\u76ee\u5f55\u663e\u793a<\/li>\n\n\n\n<li>\u8fd0\u884c\u72b6\u6001\u663e\u793a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u6bd4\u65e9\u671f\u6d4b\u8bd5\u7248\uff0c\u65b0\u754c\u9762\u66f4\u63a5\u8fd1\u6b63\u5f0f\u684c\u9762\u8f6f\u4ef6\uff0c\u4e5f\u66f4\u9002\u5408\u540e\u7eed\u4ea7\u54c1\u5316\u548c\u5546\u4e1a\u5316\u8fed\u4ee3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8f93\u51fa\u7ed3\u679c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u7248\u672c\u4e3b\u8981\u8f93\u51fa\u4e24\u7c7b\u7ed3\u679c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. Excel \u7ed3\u679c\u6587\u4ef6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Excel \u6587\u4ef6\u7528\u4e8e\u4fdd\u5b58\u7edf\u8ba1\u7ed3\u679c\uff0c\u5305\u62ec\u6bcf\u4e2a\u7edf\u8ba1\u5468\u671f\u5185\u7684\u8f66\u8f86\u6570\u91cf\u3001\u901f\u5ea6\u7b49\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u65f6\uff0c\u8f6f\u4ef6\u4e5f\u4f1a\u5199\u5165\u5206\u6790\u5143\u6570\u636e\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u7684\u89c6\u9891\u6587\u4ef6<\/li>\n\n\n\n<li>\u4f7f\u7528\u7684\u6a21\u578b<\/li>\n\n\n\n<li>\u63a8\u7406\u8bbe\u5907<\/li>\n\n\n\n<li>\u6d4b\u901f\u7ebf\u5750\u6807<\/li>\n\n\n\n<li>\u771f\u5b9e\u8ddd\u79bb<\/li>\n\n\n\n<li>\u7edf\u8ba1\u95f4\u9694<\/li>\n\n\n\n<li>\u89c6\u9891\u5e27\u7387<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u540e\u7eed\u590d\u6838\u65f6\uff0c\u53ef\u4ee5\u77e5\u9053\u7ed3\u679c\u662f\u5728\u4ec0\u4e48\u53c2\u6570\u4e0b\u751f\u6210\u7684\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u6807\u6ce8\u89c6\u9891\u6587\u4ef6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6807\u6ce8\u89c6\u9891\u4f1a\u4fdd\u7559\u5206\u6790\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u53ef\u89c6\u5316\u4fe1\u606f\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u68c0\u6d4b\u6846<\/li>\n\n\n\n<li>\u8ddf\u8e2a ID<\/li>\n\n\n\n<li>\u6d4b\u901f\u7ebf<\/li>\n\n\n\n<li>\u8f66\u8f86\u7c7b\u578b<\/li>\n\n\n\n<li>\u901f\u5ea6\u7ed3\u679c<\/li>\n\n\n\n<li>\u5f53\u524d\u6a21\u578b\u4fe1\u606f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5bf9\u4e8e\u5224\u65ad\u5206\u6790\u7ed3\u679c\u662f\u5426\u53ef\u4fe1\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c Excel \u7ed3\u679c\u51fa\u73b0\u5f02\u5e38\uff0c\u53ef\u4ee5\u56de\u770b\u6807\u6ce8\u89c6\u9891\uff0c\u5224\u65ad\u95ee\u9898\u6765\u81ea\u753b\u7ebf\u4f4d\u7f6e\u3001\u89c6\u9891\u89d2\u5ea6\u3001\u8f66\u8f86\u906e\u6321\uff0c\u8fd8\u662f\u68c0\u6d4b\u6a21\u578b\u672c\u8eab\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53\u524d\u7248\u672c\u4fe1\u606f<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4ea7\u54c1\u540d\u79f0\uff1a\u89c6\u9891\u4ea4\u901a\u6d41\u53c2\u6570\u5206\u6790\u5de5\u5177\n\u54c1\u724c\uff1aLivableHub\n\u5f53\u524d\u7248\u672c\uff1a0.3.0\n\u754c\u9762\u6846\u67b6\uff1aQt \/ PySide6\n\u68c0\u6d4b\u6a21\u578b\uff1aYOLOv5 \/ YOLO11\n\u8ddf\u8e2a\u7b97\u6cd5\uff1aByteTrack\n\u8f93\u51fa\u683c\u5f0f\uff1aExcel \/ MP4\n\u5f53\u524d\u5e73\u53f0\uff1amacOS\/windows<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u540e\u7eed\u8ba1\u5212<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LivableHub \u540e\u7eed\u8ba1\u5212\u7ee7\u7eed\u63a8\u8fdb\u4ee5\u4e0b\u65b9\u5411\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u66f4\u4e13\u4e1a\u7684\u6a21\u578b\u7ba1\u7406\u529f\u80fd<\/li>\n\n\n\n<li>\u9ad8\u901f\u516c\u8def\u4e13\u7528\u68c0\u6d4b\u6a21\u578b<\/li>\n\n\n\n<li>\u6388\u6743\u4e0e\u7248\u672c\u5347\u7ea7\u673a\u5236<\/li>\n\n\n\n<li>Web \u7aef SaaS \u7248\u672c<\/li>\n\n\n\n<li>\u4e91\u7aef\u89c6\u9891\u5206\u6790\u670d\u52a1<\/li>\n\n\n\n<li>\u624b\u673a\u7aef\u8f85\u52a9\u4e0a\u4f20\u548c\u67e5\u770b\u7ed3\u679c<\/li>\n\n\n\n<li>\u66f4\u5b8c\u6574\u7684\u4ea4\u901a\u6d41\u53c2\u6570\u62a5\u8868<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u7684\u76ee\u6807\u4e0d\u662f\u505a\u4e00\u4e2a\u4e00\u6b21\u6027\u7684\u811a\u672c\uff0c\u800c\u662f\u9010\u6b65\u6784\u5efa\u4e00\u4e2a\u9762\u5411\u9053\u8def\u89c6\u9891\u5206\u6790\u7684\u8f7b\u91cf\u5316\u4e13\u4e1a\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0b\u8f7d\u5730\u5740<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.livablehub.com\/?product=livablehub-%e4%ba%a4%e9%80%9a%e6%b4%9e%e5%af%9f-trafficinsight\">https:\/\/www.livablehub.com\/?product=livablehub-%e4%ba%a4%e9%80%9a%e6%b4%9e%e5%af%9f-trafficinsight<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5173\u4e8e LivableHub<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LivableHub \u662f\u4e00\u4e2a\u5173\u6ce8\u4ea4\u901a\u3001\u6c7d\u8f66\u3001\u5b9c\u5c45\u751f\u6d3b\u7f8e\u5b66\u3001\u804c\u573a\u4e0eAI\u7684\u72ec\u7acb\u54c1\u724c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u5e0c\u671b\u901a\u8fc7AI\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u6570\u636e\u5206\u6790\u548c\u5de5\u7a0b\u5316\u8f6f\u4ef6\u5de5\u5177\uff0c\u628a\u9053\u8def\u89c6\u9891\u4e2d\u9690\u85cf\u7684\u4fe1\u606f\u8f6c\u5316\u4e3a\u66f4\u76f4\u89c2\u3001\u53ef\u590d\u6838\u3001\u53ef\u4f7f\u7528\u7684\u6570\u636e\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u9879\u76ee\u4ecd\u5728\u6301\u7eed\u5f00\u53d1\u4e2d\uff0c\u6b22\u8fce\u5173\u6ce8\u540e\u7eed\u7248\u672c\u66f4\u65b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u4e2a\u5e38\u89c1\u9700\u6c42\u662f\uff1a\u5feb\u901f\u521d\u6b65\u5224\u65ad\u5f53\u524d\u8def\u6bb5\u9ad8\u901f\u516c\u8def\u7684\u4ea4\u901a\u6d41\u4fe1\u606f\uff0c\u5982\u6d41\u91cf\uff0c\u5e73\u5747\u901f\u5ea6\u7b49\u3002\u6216\u8005\u662f\u5728\u9879\u76ee\u62db\u6295\u6807\u524d\u671f\uff0c\u5feb\u901f\u5224\u65ad [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":68,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[23,4],"class_list":["post-25","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3","tag-its","tag-smart-highway"],"jetpack_featured_media_url":"https:\/\/www.livablehub.com\/wp-content\/uploads\/2026\/07\/ScreenShot_2026-07-04_163502_484.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/posts\/25","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=25"}],"version-history":[{"count":8,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/posts\/25\/revisions"}],"predecessor-version":[{"id":87,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/posts\/25\/revisions\/87"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=\/wp\/v2\/media\/68"}],"wp:attachment":[{"href":"https:\/\/www.livablehub.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=25"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=25"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.livablehub.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=25"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}