{"id":114,"date":"2026-06-05T14:31:40","date_gmt":"2026-06-05T06:31:40","guid":{"rendered":"https:\/\/www.xxkj.pro\/?p=114"},"modified":"2026-06-05T14:31:41","modified_gmt":"2026-06-05T06:31:41","slug":"%e8%a7%86%e9%a2%91%e8%bd%ac%e5%b8%a7%e5%9b%be%e7%89%87%e5%b7%a5%e5%85%b7%ef%bc%9a%e5%8d%8a%e5%a4%a9%e5%86%99%e7%9a%84%e4%b8%80%e4%b8%aa%e5%b0%8f%e4%b8%9c%e8%a5%bf","status":"publish","type":"post","link":"https:\/\/www.xxkj.pro\/index.php\/114.html","title":{"rendered":"\u89c6\u9891\u8f6c\u5e27\u56fe\u7247\u5de5\u5177\uff1a\u534a\u5929\u5199\u7684\u4e00\u4e2a\u5c0f\u4e1c\u897f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u7528 Python + OpenCV \u642d\u4e86\u4e2a GUI \u684c\u9762\u5de5\u5177\uff0c\u80fd\u6279\u91cf\u5bfc\u89c6\u9891\u3001\u652f\u6301\u4e09\u79cd\u62bd\u5e27\u65b9\u5f0f\uff0c\u591a\u7ebf\u7a0b\u5e76\u884c\u5199\u5165\u3002\u4e3b\u8981\u662f\u4e3a\u4e86\u7ed9 YOLO\u8bad\u7ec3\u51c6\u5907\u6570\u636e\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u5199\u8fd9\u4e2a\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u8fd1\u5728\u6298\u817e YOLO \u76ee\u6807\u68c0\u6d4b\u6a21\u578b\u7684\u8bad\u7ec3\u3002\u505a\u8fc7\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u8c03\u53c2\u662f\u4e00\u56de\u4e8b\uff0c\u6570\u636e\u96c6\u8981\u662f\u62c9\u80ef\uff0c\u4ec0\u4e48\u7b97\u6cd5\u90fd\u6551\u4e0d\u56de\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u7684\u539f\u59cb\u6570\u636e\u662f\u4e00\u5806\u5f55\u597d\u7684\u89c6\u9891\uff0c\u9700\u8981\u5148\u628a\u5b83\u4eec\u62c6\u6210\u4e00\u5e27\u4e00\u5e27\u7684\u56fe\u7247\u518d\u6807\u6ce8\u3002\u5bfb\u601d\u7740\u81ea\u5df1\u53bb\u627e\u4e00\u4e2a\u5de5\u5177\uff0c\u4e0d\u5982\u6309\u7167\u81ea\u5df1\u7684\u9700\u6c42\u6765\u5f00\u53d1\u4e00\u4e0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u82b1\u4e86\u534a\u5929\u65f6\u95f4\uff0c\u81ea\u5df1\u5199\u4e86\u4e00\u4e2a\u3002\u7528\u4e0b\u6765\u8fd8\u4e0d\u9519\uff0c\u6574\u7406\u4e00\u4e0b\u53d1\u51fa\u6765\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u80fd\u505a\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u529f\u80fd<\/td><td>\u8bf4\u660e<\/td><\/tr><tr><td>\u6279\u91cf\u5bfc\u5165<\/td><td>\u652f\u6301\u591a\u9009\u89c6\u9891\u6587\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5bfc\u5165\u6574\u4e2a\u6587\u4ef6\u5939\uff08\u81ea\u52a8\u9012\u5f52\u626b\u63cf\uff09<\/td><\/tr><tr><td>\u4e09\u79cd\u63d0\u53d6\u6a21\u5f0f<\/td><td>\u6309\u5e27\u7387 \/ \u6309\u65f6\u957f\u95f4\u9694 \/ \u5168\u5e27\u5bfc\u51fa<\/td><\/tr><tr><td>\u53cc\u683c\u5f0f\u8f93\u51fa<\/td><td>JPG\uff08\u8d28\u91cf\u53ef\u8c03 50-100\uff09\u548c PNG<\/td><\/tr><tr><td>\u81ea\u5b9a\u4e49\u547d\u540d<\/td><td>\u652f\u6301\u53d8\u91cf\u5360\u4f4d\u7b26\u62fc\u6587\u4ef6\u540d<\/td><\/tr><tr><td>\u591a\u7ebf\u7a0b\u5199\u5165<\/td><td>1-16 \u7ebf\u7a0b\u53ef\u8c03\uff0c\u89c6 CPU \u60c5\u51b5\u800c\u5b9a<\/td><\/tr><tr><td>\u5b9e\u65f6\u8fdb\u5ea6<\/td><td>\u8fdb\u5ea6\u6761 + \u5904\u7406\u901f\u5ea6 + \u65e5\u5fd7\uff0c\u5361\u5728\u54ea\u4e00\u76ee\u4e86\u7136<\/td><\/tr><tr><td>\u517c\u5bb9\u683c\u5f0f<\/td><td>mp4 \/ avi \/ mkv \/ mov \/ wmv \/ flv \/ webm \/ m4v \/ ts \/ mpg \/ mpeg \u90fd\u8bd5\u8fc7<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u754c\u9762\u957f\u4ec0\u4e48\u6837\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6253\u5f00\u4e4b\u540e\u754c\u9762\u5206\u4e09\u4e2a\u533a\u57df\uff0c\u4ece\u4e0a\u5f80\u4e0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u89c6\u9891\u6587\u4ef6\u5217\u8868\u533a\u2014\u2014\u6dfb\u52a0\u3001\u79fb\u9664\u3001\u7ba1\u7406\u89c6\u9891<\/li>\n\n\n\n<li>\u53c2\u6570\u8bbe\u7f6e\u533a\u2014\u2014\u63d0\u53d6\u6a21\u5f0f\u3001\u8f93\u51fa\u683c\u5f0f\u3001\u547d\u540d\u89c4\u5219\u3001\u8f93\u51fa\u76ee\u5f55<\/li>\n\n\n\n<li>\u8f6c\u6362\u8fdb\u5ea6\u533a\u2014\u2014\u8fdb\u5ea6\u6761\u3001\u72b6\u6001\u3001\u901f\u5ea6\u3001\u65e5\u5fd7<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e03\u5c40\u6ca1\u4ec0\u4e48\u82b1\u6837\uff0c\u5c31\u662f\u5806\u53e0\uff0c\u4e00\u4e0a\u6765\u5c31\u80fd\u770b\u61c2\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.xxkj.pro\/wp-content\/uploads\/2026\/06\/\u5c4f\u5e55\u622a\u56fe-2026-06-05-121130-1024x986.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"986\" data-original=\"https:\/\/www.xxkj.pro\/wp-content\/uploads\/2026\/06\/\u5c4f\u5e55\u622a\u56fe-2026-06-05-121130-1024x986.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-115\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u79cd\u63d0\u53d6\u6a21\u5f0f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f\u4e00\uff1a\u6309\u5e27\u7387\u63d0\u53d6\uff08\u9ed8\u8ba4\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bbe\u5b9a\u6bcf\u79d2\u62bd\u591a\u5c11\u5e27\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u539f\u89c6\u9891 30fps\uff0c\u8bbe\u7f6e 1\uff1a\u6bcf\u79d2\u62bd 1 \u5e27\uff08\u6bcf 30 \u5e27\u53d6 1 \u5e27\uff09<\/li>\n\n\n\n<li>\u539f\u89c6\u9891 30fps\uff0c\u8bbe\u7f6e 2\uff1a\u6bcf\u79d2\u62bd 2 \u5e27\uff08\u6bcf 15 \u5e27\u53d6 1 \u5e27\uff09<\/li>\n\n\n\n<li>\u539f\u89c6\u9891 60fps\uff0c\u8bbe\u7f6e 1\uff1a\u6bcf\u79d2\u62bd 1 \u5e27\uff08\u6bcf 60 \u5e27\u53d6 1 \u5e27\uff09<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9002\u5408\u90a3\u79cd\u5e0c\u671b\u5747\u5300\u91c7\u6837\u3001\u4e0d\u5173\u5fc3\u539f\u59cb\u5e27\u7387\u7684\u573a\u666f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f\u4e8c\uff1a\u6309\u65f6\u95f4\u95f4\u9694\u63d0\u53d6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u5b9a\u6bcf\u9694\u591a\u5c11\u79d2\u62bd\u4e00\u5e27\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>0.5\uff1a\u6bcf 0.5 \u79d2\u4e00\u5e27<\/li>\n\n\n\n<li>2\uff1a\u6bcf 2 \u79d2\u4e00\u5e27<\/li>\n\n\n\n<li>10\uff1a\u6bcf 10 \u79d2\u4e00\u5e27<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9002\u5408\u957f\u89c6\u9891\uff0c\u53ea\u60f3\u5728\u5173\u952e\u65f6\u95f4\u70b9\u53d6\u51e0\u5e27\u5c31\u591f\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u5f0f\u4e09\uff1a\u5168\u5e27\u5bfc\u51fa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u89c6\u9891\u91cc\u6709\u591a\u5c11\u5e27\u5c31\u5bfc\u51fa\u591a\u5c11\u5f20\u3002\u4e0d\u9700\u8981\u586b\u53c2\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\uff1a\u4e00\u6bb5 10 \u5206\u949f 30fps \u7684\u89c6\u9891\u6709 18000 \u5e27\uff0c\u786c\u76d8\u7a7a\u95f4\u4e0d\u591f\u7684\u8bdd\u4f1a\u5f88\u60e8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8f93\u51fa\u6587\u4ef6\u547d\u540d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528 <strong>{\u53d8\u91cf\u540d} <\/strong>\u5360\u4f4d\u7b26\u62fc\u51fa\u60f3\u8981\u7684\u6587\u4ef6\u540d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u53d8\u91cf<\/td><td>\u542b\u4e49<\/td><td>\u793a\u4f8b<\/td><\/tr><tr><td><strong>{name}<\/strong><\/td><td>\u89c6\u9891\u6587\u4ef6\u540d\uff08\u53bb\u6269\u5c55\u540d\uff09<\/td><td>demo_video<\/td><\/tr><tr><td><strong>{num}<\/strong><\/td><td>\u5bfc\u51fa\u5e8f\u53f7\uff0c\u4ece0\u5f00\u59cb<\/td><td>0\uff0c1\uff0c2\uff0c..<\/td><\/tr><tr><td><strong>{num:06d}<\/strong><\/td><td>\u8865\u96f6\u52306\u4e3a\u7684\u5e8f\u53f7<\/td><td>000000\uff0c000001\uff0c&#8230;<\/td><\/tr><tr><td><strong>{frame}<\/strong><\/td><td>\u89c6\u9891\u539f\u59cb\u5e27\u53f7<\/td><td>0\uff0c30\uff0c60\uff0c&#8230;<\/td><\/tr><tr><td><strong>{ts}<\/strong><\/td><td>\u5f53\u524d\u5e27\u7684\u65f6\u95f4\u6233\uff08\u79d2\uff09<\/td><td>0.00\uff0c1.00\uff0c&#8230;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ed8\u8ba4\u89c4\u5219\uff1a<strong>{name}_{num:06d}<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5047\u8bbe\u89c6\u9891\u662f <strong>demo.mp4<\/strong>\uff0c\u5bfc\u51fa JPG\uff0c\u8f93\u51fa\u7ed3\u6784\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f93\u51fa\u76ee\u5f55\/<br>\u2514\u2500\u2500 demo\/<br>                \u251c\u2500\u2500 demo_000000.jpg<br>                \u251c\u2500\u2500 demo_000001.jpg<br>                \u251c\u2500\u2500 demo_000002.jpg<br>                \u2514\u2500\u2500 \u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u6df7\u642d\u4e5f\u884c\uff0c\u6bd4\u5982<strong> {name}_frame{frame}_ts{ts}<\/strong>\u3002\u6bcf\u4e2a\u89c6\u9891\u4f1a\u81ea\u52a8\u5efa\u4e00\u4e2a\u540c\u540d\u5b50\u6587\u4ef6\u5939\uff0c\u4e0d\u7528\u62c5\u5fc3\u4e0d\u540c\u89c6\u9891\u7684\u56fe\u7247\u6df7\u4e00\u8d77\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">JPG \u8fd8\u662f PNG\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u7279\u6027<\/td><td>JPG<\/td><td>PNG<\/td><\/tr><tr><td>\u6587\u4ef6\u5927\u5c0f<\/td><td>\u5c0f<\/td><td>\u5927<\/td><\/tr><tr><td>\u753b\u8d28<\/td><td>\u6709\u635f<\/td><td>\u65e0\u635f<\/td><\/tr><tr><td>\u53ef\u8c03\u53c2\u6570<\/td><td>\u8d28\u91cf50-100\uff0c\u9ed8\u8ba495<\/td><td>\u538b\u7f29\u7ea7\u522b\u56fa\u5b9a 3<\/td><\/tr><tr><td>\u63a8\u8350\u573a\u666f<\/td><td>\u6a21\u578b\u8bad\u7ec3\u3001\u65e5\u5e38\u4f7f\u7528<\/td><td>\u9700\u8981\u9010\u50cf\u7d20\u65e0\u635f\u4fdd\u7559<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bad\u7ec3 YOLO \u7684\u8bdd\u76f4\u63a5 JPG \u8d28\u91cf 95\uff0c\u6587\u4ef6\u5c0f\u3001\u8bfb\u5f97\u5feb\uff0c\u753b\u8d28\u8089\u773c\u57fa\u672c\u770b\u4e0d\u51fa\u5dee\u5f02\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u591a\u7ebf\u7a0b\u5199\u5165\u662f\u600e\u4e48\u505a\u7684<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u89c6\u9891\u89e3\u7801\u548c\u56fe\u7247\u5199\u5165\u5206\u4e24\u6761\u8def\u8d70\uff1a\u4e3b\u7ebf\u7a0b\u4e00\u6761\u4e00\u6761\u8bfb\u5e27\u89e3\u7801\uff0c\u7ebf\u7a0b\u6c60\u8d1f\u8d23\u628a\u89e3\u7801\u597d\u7684\u5e27\u5e76\u884c\u5199\u5165\u78c1\u76d8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ebf\u7a0b\u6570\u4ece 1 \u5230 16 \u53ef\u8c03\uff0c\u9ed8\u8ba4 4\u30024 \u6838 8 \u7ebf\u7a0b\u7684 CPU \u8bbe 4-8 \u5c31\u591f\u7528\uff0c\u914d\u7f6e\u66f4\u9ad8\u7684\u53ef\u4ee5\u518d\u5f80\u4e0a\u52a0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\u89e3\u7801\u4e0d\u7528\u7b49\u5199\u5165\uff0c\u5c24\u5176\u5728\u6279\u91cf\u5904\u7406\u591a\u6bb5\u89c6\u9891\u7684\u65f6\u5019\uff0c\u65f6\u95f4\u5dee\u8fd8\u662f\u633a\u660e\u663e\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u652f\u6301\u7684\u683c\u5f0f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e95\u5c42\u8d70 OpenCV \u7684 cv2.VideoCapture\uff0c\u7406\u8bba\u4e0a\u5b83\u80fd\u89e3\u7801\u7684\u683c\u5f0f\u90fd\u80fd\u7528\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u683c\u5f0f<\/td><td>\u6269\u5c55\u540d<\/td><td>\u5907\u6ce8<\/td><\/tr><tr><td>MP4<\/td><td>.mp4<\/td><td>\u6700\u5e38\u7528\uff0cH.264\/H.265<\/td><\/tr><tr><td>AVI<\/td><td>.avi<\/td><td>\u517c\u5bb9\u6027\u597d\u5f97\u51fa\u5947<\/td><\/tr><tr><td>MKV<\/td><td>.mkv<\/td><td>\u9ad8\u6e05\u89c6\u9891\u5e38\u7528\u5c01\u88c5<\/td><\/tr><tr><td>MOV<\/td><td>.mov<\/td><td>Apple \u751f\u6001<\/td><\/tr><tr><td>WMV<\/td><td>.wmv<\/td><td>Windows \u8001\u683c\u5f0f<\/td><\/tr><tr><td>FLV<\/td><td>.flv<\/td><td>Flash \u65f6\u4ee3\u9057\u7559<\/td><\/tr><tr><td>WebM<\/td><td>.webm<\/td><td>\u7f51\u9875\u89c6\u9891<\/td><\/tr><tr><td>M4V<\/td><td>.m4v<\/td><td>iTunes \u89c6\u9891<\/td><\/tr><tr><td>TS<\/td><td>.ts<\/td><td>\u6d41\u5a92\u4f53\u5207\u7247<\/td><\/tr><tr><td>MPG\/MPEG<\/td><td>.MPG\uff0c.MPEG<\/td><td>MPEG \u7f16\u7801<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u9047\u5230\u6253\u4e0d\u5f00\u7684\u89c6\u9891\uff0c\u5927\u6982\u7387\u662f\u7f3a\u5bf9\u5e94\u7684\u7f16\u89e3\u7801\u5668\u3002\u7a0b\u5e8f\u4f1a\u8df3\u8fc7\u5e76\u6253\u4e00\u6761\u8b66\u544a\u65e5\u5fd7\uff0c\u4e0d\u4f1a\u8ba9\u6574\u4e2a\u6279\u5904\u7406\u6302\u6389\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u600e\u4e48\u5b89\u88c5?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e00\u6b65\uff1a\u88c5 Python<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981 Python 3.7+\uff0c\u63a8\u8350 3.10 \u4ee5\u4e0a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Windows<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u53bb<strong> <a href=\"https:\/\/www.python.org\/downloads\/\" rel=\"nofollow noopener\" target=\"_blank\">Python \u5b98\u7f51 <\/a><\/strong>\uff0c\u70b9\u9ec4\u8272 <strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-amber-color\">Download<\/mark><\/strong> \u6309\u94ae\u4e0b\u8f7d\u6700\u65b0\u7248\u3002\u8fd0\u884c\u5b89\u88c5\u7a0b\u5e8f\u7684\u65f6\u5019\uff0c\u8bb0\u5f97\u52fe\u4e0a Add<br>Python to PATH\uff0c\u8fd9\u6b65\u6f0f\u4e86\u540e\u9762\u4f1a\u5f88\u6298\u817e\u3002\u88c5\u5b8c\u4e4b\u540e\u6253\u5f00 cmd\uff0c\u8f93 python &#8211;version\uff0c\u80fd\u770b\u5230\u7248\u672c\u53f7\u5c31\u8bf4\u660e OK \u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/www.xxkj.pro\/wp-content\/uploads\/2026\/06\/\u5c4f\u5e55\u622a\u56fe-2026-06-05-125239-1024x589.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"589\" data-original=\"https:\/\/www.xxkj.pro\/wp-content\/uploads\/2026\/06\/\u5c4f\u5e55\u622a\u56fe-2026-06-05-125239-1024x589.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-117\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">macOS\uff1a<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install python@3.12<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e5f\u53ef\u4ee5\u53bb\u5b98\u7f51\u4e0b\u5b89\u88c5\u5305\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Linux (Ubuntu\/Debian)\uff1a<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo apt update\nsudo apt install python3 python3-pip<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e8c\u6b65\uff1a\u88c5\u4f9d\u8d56<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install opencv-python numpy<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u5f97\u6162\u5c31\u6362\u56fd\u5185\u6e90\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install opencv-python numpy -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c31\u4e24\u4e2a\u4f9d\u8d56\uff1aopencv-python \u8d1f\u8d23\u89c6\u9891\u89e3\u7801\u548c\u56fe\u7247\u7f16\u7801\uff0cnumpy \u662f OpenCV \u5e95\u5c42\u7528\u7684\u3002GUI \u7528\u4e86 tkinter\uff0cPython<br>\u81ea\u5e26\u7684\uff0c\u4e0d\u7528\u989d\u5916\u88c5\u4efb\u4f55\u7b2c\u4e09\u65b9 GUI \u6846\u67b6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e09\u6b65\uff1a\u8dd1\u8d77\u6765<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a video_to_frames.py \u4e0b\u5230\u672c\u5730\uff0c\u7ec8\u7aef\u91cc\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python video_to_frames.py<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a97\u53e3\u5f39\u51fa\u6765\u5c31\u80fd\u7528\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528\u6d41\u7a0b<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6dfb\u52a0\u89c6\u9891\u2014\u2014\u70b9\u300c\u6dfb\u52a0\u89c6\u9891\u300d\u9009\u6587\u4ef6\uff0c\u6216\u300c\u6dfb\u52a0\u6587\u4ef6\u5939\u300d\u6279\u91cf\u5bfc\u5165<\/li>\n\n\n\n<li>\u9009\u63d0\u53d6\u6a21\u5f0f\u2014\u2014\u6309\u5e27\u7387 \/ \u6309\u65f6\u957f\u95f4\u9694 \/ \u5168\u5e27\uff0c\u586b\u597d\u53c2\u6570<\/li>\n\n\n\n<li>\u9009\u8f93\u51fa\u683c\u5f0f\u2014\u2014JPG \u6216 PNG\uff0cJPG \u53ef\u4ee5\u62d6\u6ed1\u5757\u8c03\u8d28\u91cf<\/li>\n\n\n\n<li>\u547d\u540d\u89c4\u5219\u2014\u2014\u7528\u9ed8\u8ba4\u7684\u6216\u8005\u81ea\u5df1\u5199<\/li>\n\n\n\n<li>\u9009\u8f93\u51fa\u76ee\u5f55\u2014\u2014\u70b9\u6d4f\u89c8\u627e\u4e2a\u4f4d\u7f6e<\/li>\n\n\n\n<li>\u5f00\u59cb\u8f6c\u6362\u2014\u2014\u70b9\u6309\u94ae\uff0c\u770b\u8fdb\u5ea6\u6761\u8dd1\u5b8c<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u4e9b\u4f7f\u7528\u5efa\u8bae<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9009\u300c\u6dfb\u52a0\u6587\u4ef6\u5939\u300d\u540e\u7a0b\u5e8f\u4f1a\u9012\u5f52\u641c\u6240\u6709\u5b50\u76ee\u5f55\u91cc\u7684\u89c6\u9891\uff0c\u4e00\u6b21\u6027\u5904\u7406\u5927\u91cf\u89c6\u9891\u5f88\u65b9\u4fbf<\/li>\n\n\n\n<li>\u5904\u7406\u4e2d\u9014\u53ef\u4ee5\u968f\u65f6\u70b9\u505c\u6b62\uff0c\u5df2\u7ecf\u4fdd\u5b58\u7684\u5e27\u4e0d\u4f1a\u4e22<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u89c6\u9891\u7684\u5e27\u56fe\u7247\u653e\u5728\u72ec\u7acb\u5b50\u6587\u4ef6\u5939\u91cc\uff0c\u6587\u4ef6\u540d\u5e26\u4e86\u89c6\u9891\u540d\u524d\u7f00\uff0c\u4e0d\u4f1a\u5f04\u6df7\u6765\u6e90<\/li>\n\n\n\n<li>\u7ebf\u7a0b\u6570\u4e0d\u662f\u8d8a\u5927\u8d8a\u597d\uff0c\u4e00\u822c\u4e0d\u8d85\u8fc7 CPU \u903b\u8f91\u6838\u5fc3\u6570\u3002\u4e0d\u786e\u5b9a\u7684\u8bdd\u53bb\u4efb\u52a1\u7ba1\u7406\u5668 \u2192 \u6027\u80fd\u91cc\u770b\u4e00\u773c<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u6808<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u6280\u672f<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u7528\u9014<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Python 3<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8bed\u8a00<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">tkinter<\/td><td class=\"has-text-align-center\" data-align=\"center\">GUI\uff08Python \u5185\u7f6e\uff09<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">OpenCV (cv2)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u89c6\u9891\u89e3\u7801\u3001\u56fe\u7247\u7f16\u7801<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">numpy<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6570\u7ec4\u8fd0\u7b97<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">concurrent.futures<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u591a\u7ebf\u7a0b\u5e76\u884c\u5199\u5165<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">threading<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u540e\u53f0\u5904\u7406\u7ebf\u7a0b<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">pathlib<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8def\u5f84\u548c\u6587\u4ef6\u64cd\u4f5c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u6700\u540e\u8bf4\u4e24\u53e5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7801\u4e0d\u5230 400 \u884c\uff0c\u4f46\u8be5\u6709\u7684\u529f\u80fd\u90fd\u6709\u3002\u4e0d\u662f\u4ec0\u4e48\u5927\u4f5c\uff0c\u5c31\u662f\u89e3\u51b3\u4e86\u4e00\u4e2a\u5f88\u5177\u4f53\u7684\u95ee\u9898\u2014\u2014\u7ed9\u6a21\u578b\u8bad\u7ec3\u51c6\u5907\u89c6\u9891\u5e27\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u4e5f\u5728\u641e YOLO \u6216\u8005\u5176\u4ed6\u9700\u8981\u56fe\u7247\u6570\u636e\u96c6\u7684\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\uff0c\u4e5f\u8bb8\u7528\u5f97\u4e0a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6e90\u7801<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e\u4e0d\u5927\u5c31\u61d2\u5f97\u4e0a\u4f20Github\u4e86\uff0c\u76f4\u63a5\u590d\u5236\u5199\u8fdb\u6587\u4ef6\u5185\u4fdd\u5b58\u5373\u53ef\u3002<br>\u4e5f\u53ef\u4ee5\u4e0b\u8f7d\u6211\u6784\u5efa\u7684\u6210\u54c1\uff1a<strong><a href=\"https:\/\/xxkj-mck.lanzoul.com\/iDaGi3r656kd\" rel=\"nofollow noopener\" target=\"_blank\">\u70b9\u51fb\u8df3\u8f6c\u4e0b\u8f7d<\/a><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\"\"\"\n\u89c6\u9891\u8f6c\u5e27\u56fe\u7247 GUI \u5de5\u5177\n\u529f\u80fd\uff1a\u6279\u91cf\u89c6\u9891\u63d0\u53d6\u5e27\u3001\u81ea\u5b9a\u4e49\u5e27\u7387\u3001\u81ea\u5b9a\u4e49\u547d\u540d\u3001\u591a\u7ebf\u7a0b\u52a0\u901f\n\n\u4f9d\u8d56\u5b89\u88c5\uff1apip install opencv-python numpy\n\n------------------------------------------------------\n@author    \u6155\u5c18\u7a7a\n@date      2025-06-05\n@website   https:\/\/www.xxkj.pro\n------------------------------------------------------\n\"\"\"\n\nimport tkinter as tk\nfrom tkinter import ttk, filedialog, messagebox\nimport cv2\nimport numpy as np\nimport os\nimport threading\nimport time\nfrom pathlib import Path\nfrom concurrent.futures import ThreadPoolExecutor\nfrom queue import Queue\n\n\nclass VideoToFramesApp:\n    def __init__(self, root):\n        self.root = root\n        self.root.title(\"\u89c6\u9891\u8f6c\u5e27\u56fe\u7247\u5de5\u5177\")\n        self.root.geometry(\"780x720\")\n        self.root.minsize(700, 620)\n\n        self.video_files = &#91;]\n        self.is_running = False\n\n        self._build_ui()\n\n    def _build_ui(self):\n        # \u6587\u4ef6\u9009\u62e9\u533a\n        file_frame = ttk.LabelFrame(self.root, text=\"\u89c6\u9891\u6587\u4ef6\", padding=10)\n        file_frame.pack(fill=tk.X, padx=10, pady=(10, 5))\n\n        btn_row = ttk.Frame(file_frame)\n        btn_row.pack(fill=tk.X)\n\n        ttk.Button(btn_row, text=\"\u6dfb\u52a0\u89c6\u9891\", command=self._add_files).pack(side=tk.LEFT, padx=(0, 5))\n        ttk.Button(btn_row, text=\"\u6dfb\u52a0\u6587\u4ef6\u5939\", command=self._add_folder).pack(side=tk.LEFT, padx=(0, 5))\n        ttk.Button(btn_row, text=\"\u79fb\u9664\u9009\u4e2d\", command=self._remove_selected).pack(side=tk.LEFT, padx=(0, 5))\n        ttk.Button(btn_row, text=\"\u6e05\u7a7a\u5217\u8868\", command=self._clear_files).pack(side=tk.LEFT)\n\n        list_frame = ttk.Frame(file_frame)\n        list_frame.pack(fill=tk.BOTH, expand=True, pady=(8, 0))\n\n        self.file_listbox = tk.Listbox(list_frame, height=6, selectmode=tk.EXTENDED)\n        self.file_listbox.pack(side=tk.LEFT, fill=tk.BOTH, expand=True)\n\n        scrollbar = ttk.Scrollbar(list_frame, orient=tk.VERTICAL, command=self.file_listbox.yview)\n        scrollbar.pack(side=tk.RIGHT, fill=tk.Y)\n        self.file_listbox.config(yscrollcommand=scrollbar.set)\n\n        # \u53c2\u6570\u8bbe\u7f6e\n        settings_frame = ttk.LabelFrame(self.root, text=\"\u53c2\u6570\u8bbe\u7f6e\", padding=10)\n        settings_frame.pack(fill=tk.X, padx=10, pady=5)\n\n        # \u63d0\u53d6\u6a21\u5f0f\n        row1 = ttk.Frame(settings_frame)\n        row1.pack(fill=tk.X, pady=(0, 6))\n\n        ttk.Label(row1, text=\"\u63d0\u53d6\u6a21\u5f0f\uff1a\").pack(side=tk.LEFT)\n        self.mode_var = tk.StringVar(value=\"fps\")\n        ttk.Radiobutton(row1, text=\"\u6309\u5e27\u7387\", variable=self.mode_var, value=\"fps\",\n                        command=self._on_mode_change).pack(side=tk.LEFT, padx=(0, 10))\n        ttk.Radiobutton(row1, text=\"\u6309\u95f4\u9694(\u79d2)\", variable=self.mode_var, value=\"interval\",\n                        command=self._on_mode_change).pack(side=tk.LEFT, padx=(0, 10))\n        ttk.Radiobutton(row1, text=\"\u5168\u90e8\u5e27\", variable=self.mode_var, value=\"all\",\n                        command=self._on_mode_change).pack(side=tk.LEFT)\n\n        ttk.Label(row1, text=\"  \u503c\uff1a\").pack(side=tk.LEFT)\n        self.fps_var = tk.StringVar(value=\"1\")\n        self.fps_entry = ttk.Entry(row1, textvariable=self.fps_var, width=6)\n        self.fps_entry.pack(side=tk.LEFT, padx=(0, 8))\n        self.fps_hint = ttk.Label(row1, text=\"\u6bcf\u79d2\u63d0\u53d61\u5e27\", foreground=\"gray\")\n        self.fps_hint.pack(side=tk.LEFT)\n\n        # \u8f93\u51fa\u683c\u5f0f + \u8d28\u91cf + \u7ebf\u7a0b\u6570\n        row2 = ttk.Frame(settings_frame)\n        row2.pack(fill=tk.X, pady=(0, 6))\n\n        ttk.Label(row2, text=\"\u8f93\u51fa\u683c\u5f0f\uff1a\").pack(side=tk.LEFT)\n        self.format_var = tk.StringVar(value=\"jpg\")\n        ttk.Radiobutton(row2, text=\"JPG\", variable=self.format_var, value=\"jpg\").pack(side=tk.LEFT, padx=(0, 8))\n        ttk.Radiobutton(row2, text=\"PNG\", variable=self.format_var, value=\"png\").pack(side=tk.LEFT, padx=(0, 15))\n\n        ttk.Label(row2, text=\"JPG\u8d28\u91cf\uff1a\").pack(side=tk.LEFT)\n        self.quality_var = tk.IntVar(value=95)\n        ttk.Scale(row2, from_=50, to=100, variable=self.quality_var,\n                  orient=tk.HORIZONTAL, length=100).pack(side=tk.LEFT, padx=(0, 3))\n        self.quality_label = ttk.Label(row2, text=\"95\", width=3)\n        self.quality_label.pack(side=tk.LEFT, padx=(0, 15))\n        self.quality_var.trace_add(\"write\", lambda *_: self.quality_label.config(text=str(self.quality_var.get())))\n\n        ttk.Label(row2, text=\"\u5199\u5165\u7ebf\u7a0b\uff1a\").pack(side=tk.LEFT)\n        self.threads_var = tk.StringVar(value=\"4\")\n        threads_combo = ttk.Combobox(row2, textvariable=self.threads_var, width=4, state=\"readonly\",\n                                     values=&#91;\"1\", \"2\", \"4\", \"8\", \"12\", \"16\"])\n        threads_combo.pack(side=tk.LEFT)\n\n        # \u547d\u540d\u89c4\u5219\n        row3 = ttk.Frame(settings_frame)\n        row3.pack(fill=tk.X, pady=(0, 6))\n\n        ttk.Label(row3, text=\"\u547d\u540d\u89c4\u5219\uff1a\").pack(side=tk.LEFT)\n        self.naming_var = tk.StringVar(value=\"{name}_{num:06d}\")\n        naming_entry = ttk.Entry(row3, textvariable=self.naming_var, width=35)\n        naming_entry.pack(side=tk.LEFT, padx=(0, 8))\n\n        ttk.Label(row3, text=\"\u53d8\u91cf\uff1a\", foreground=\"gray\").pack(side=tk.LEFT)\n        help_text = \"{name} {num} {frame} {ts}\"\n        ttk.Label(row3, text=help_text, foreground=\"blue\").pack(side=tk.LEFT)\n\n        row3b = ttk.Frame(settings_frame)\n        row3b.pack(fill=tk.X, pady=(0, 6))\n        ttk.Label(row3b, text=\"    \u8bf4\u660e\uff1a{name}=\u89c6\u9891\u540d  {num}=\u5e8f\u53f7  {num:06d}=\u8865\u96f6\u5e8f\u53f7  \"\n                             \"{frame}=\u539f\u59cb\u5e27\u53f7  {ts}=\u65f6\u95f4\u6233(\u79d2)\", foreground=\"gray\").pack(side=tk.LEFT)\n\n        # \u8f93\u51fa\u76ee\u5f55\n        row4 = ttk.Frame(settings_frame)\n        row4.pack(fill=tk.X)\n\n        ttk.Label(row4, text=\"\u8f93\u51fa\u76ee\u5f55\uff1a\").pack(side=tk.LEFT)\n        self.output_var = tk.StringVar()\n        ttk.Entry(row4, textvariable=self.output_var, width=45).pack(side=tk.LEFT, padx=(0, 5), fill=tk.X, expand=True)\n        ttk.Button(row4, text=\"\u6d4f\u89c8\", command=self._select_output).pack(side=tk.LEFT)\n\n        # \u8fdb\u5ea6\u548c\u63a7\u5236\n        progress_frame = ttk.LabelFrame(self.root, text=\"\u8f6c\u6362\u8fdb\u5ea6\", padding=10)\n        progress_frame.pack(fill=tk.BOTH, expand=True, padx=10, pady=(5, 10))\n\n        self.progress_var = tk.DoubleVar(value=0)\n        self.progress_bar = ttk.Progressbar(progress_frame, variable=self.progress_var, maximum=100)\n        self.progress_bar.pack(fill=tk.X, pady=(0, 5))\n\n        status_row = ttk.Frame(progress_frame)\n        status_row.pack(fill=tk.X)\n        self.status_var = tk.StringVar(value=\"\u5c31\u7eea\")\n        ttk.Label(status_row, textvariable=self.status_var).pack(side=tk.LEFT)\n        self.speed_var = tk.StringVar(value=\"\")\n        ttk.Label(status_row, textvariable=self.speed_var, foreground=\"green\").pack(side=tk.RIGHT)\n\n        self.log_text = tk.Text(progress_frame, height=6, state=tk.DISABLED, font=(\"Consolas\", 9))\n        self.log_text.pack(fill=tk.BOTH, expand=True, pady=(5, 0))\n\n        log_scroll = ttk.Scrollbar(self.log_text, orient=tk.VERTICAL, command=self.log_text.yview)\n        log_scroll.pack(side=tk.RIGHT, fill=tk.Y)\n        self.log_text.config(yscrollcommand=log_scroll.set)\n\n        btn_frame = ttk.Frame(self.root)\n        btn_frame.pack(fill=tk.X, padx=10, pady=(0, 10))\n\n        self.about_btn = ttk.Button(btn_frame, text=\"\u5173\u4e8e\", command=self._show_about)\n        self.about_btn.pack(side=tk.LEFT)\n\n        self.start_btn = ttk.Button(btn_frame, text=\"\u5f00\u59cb\u8f6c\u6362\", command=self._start)\n        self.start_btn.pack(side=tk.RIGHT, padx=(5, 0))\n        self.stop_btn = ttk.Button(btn_frame, text=\"\u505c\u6b62\", command=self._stop, state=tk.DISABLED)\n        self.stop_btn.pack(side=tk.RIGHT)\n\n    def _on_mode_change(self):\n        mode = self.mode_var.get()\n        if mode == \"fps\":\n            self.fps_entry.config(state=tk.NORMAL)\n            self.fps_hint.config(text=\"\u6bcf\u79d2\u63d0\u53d6N\u5e27\")\n        elif mode == \"interval\":\n            self.fps_entry.config(state=tk.NORMAL)\n            self.fps_hint.config(text=\"\u6bcf\u9694N\u79d2\u63d0\u53d61\u5e27\")\n        else:\n            self.fps_entry.config(state=tk.DISABLED)\n            self.fps_hint.config(text=\"\u63d0\u53d6\u5168\u90e8\u5e27(\u6587\u4ef6\u53ef\u80fd\u975e\u5e38\u591a)\")\n\n    def _show_about(self):\n        messagebox.showinfo(\n            \"\u5173\u4e8e\",\n            \"\u89c6\u9891\u8f6c\u5e27\u56fe\u7247\u5de5\u5177\\n\\n\"\n            \"\u7248\u672c\uff1av1.0\\n\"\n            \"\u4f5c\u8005\uff1a\u6155\u5c18\u7a7a\\n\"\n            \"\u65e5\u671f\uff1a2025-06-05\\n\"\n            \"\u7f51\u7ad9\uff1ahttps:\/\/www.xxkj.pro\"\n        )\n\n    def _add_files(self):\n        files = filedialog.askopenfilenames(\n            title=\"\u9009\u62e9\u89c6\u9891\u6587\u4ef6\",\n            filetypes=&#91;\n                (\"\u89c6\u9891\u6587\u4ef6\", \"*.mp4 *.avi *.mkv *.mov *.wmv *.flv *.webm *.m4v *.ts *.mpg *.mpeg\"),\n                (\"\u6240\u6709\u6587\u4ef6\", \"*.*\")\n            ]\n        )\n        for f in files:\n            if f not in self.video_files:\n                self.video_files.append(f)\n                self.file_listbox.insert(tk.END, os.path.basename(f))\n\n    def _add_folder(self):\n        folder = filedialog.askdirectory(title=\"\u9009\u62e9\u5305\u542b\u89c6\u9891\u7684\u6587\u4ef6\u5939\")\n        if not folder:\n            return\n        video_exts = {'.mp4', '.avi', '.mkv', '.mov', '.wmv', '.flv', '.webm', '.m4v', '.ts', '.mpg', '.mpeg'}\n        for f in Path(folder).rglob(\"*\"):\n            if f.suffix.lower() in video_exts and str(f) not in self.video_files:\n                self.video_files.append(str(f))\n                self.file_listbox.insert(tk.END, f.name)\n\n    def _remove_selected(self):\n        selected = list(self.file_listbox.curselection())\n        for i in reversed(selected):\n            self.file_listbox.delete(i)\n            del self.video_files&#91;i]\n\n    def _clear_files(self):\n        self.video_files.clear()\n        self.file_listbox.delete(0, tk.END)\n\n    def _select_output(self):\n        folder = filedialog.askdirectory(title=\"\u9009\u62e9\u8f93\u51fa\u76ee\u5f55\")\n        if folder:\n            self.output_var.set(folder)\n\n    def _log(self, msg):\n        self.log_text.config(state=tk.NORMAL)\n        self.log_text.insert(tk.END, msg + \"\\n\")\n        self.log_text.see(tk.END)\n        self.log_text.config(state=tk.DISABLED)\n\n    def _format_filename(self, template, video_name, num, frame_idx, timestamp, fmt):\n        try:\n            filename = template.format(\n                name=video_name,\n                num=num,\n                frame=frame_idx,\n                ts=f\"{timestamp:.2f}\"\n            )\n        except (KeyError, ValueError, IndexError):\n            filename = f\"{video_name}_{num:06d}\"\n        return filename + f\".{fmt}\"\n\n    def _start(self):\n        if not self.video_files:\n            messagebox.showwarning(\"\u63d0\u793a\", \"\u8bf7\u5148\u6dfb\u52a0\u89c6\u9891\u6587\u4ef6\")\n            return\n\n        output_dir = self.output_var.get().strip()\n        if not output_dir:\n            messagebox.showwarning(\"\u63d0\u793a\", \"\u8bf7\u9009\u62e9\u8f93\u51fa\u76ee\u5f55\")\n            return\n\n        mode = self.mode_var.get()\n        if mode != \"all\":\n            try:\n                value = float(self.fps_var.get())\n                if value &lt;= 0:\n                    raise ValueError\n            except ValueError:\n                messagebox.showwarning(\"\u63d0\u793a\", \"\u8bf7\u8f93\u5165\u6709\u6548\u7684\u6b63\u6570\u503c\")\n                return\n\n        naming = self.naming_var.get().strip()\n        if not naming:\n            messagebox.showwarning(\"\u63d0\u793a\", \"\u547d\u540d\u89c4\u5219\u4e0d\u80fd\u4e3a\u7a7a\")\n            return\n\n        self.is_running = True\n        self.start_btn.config(state=tk.DISABLED)\n        self.stop_btn.config(state=tk.NORMAL)\n        self.progress_var.set(0)\n        self.speed_var.set(\"\")\n\n        self.log_text.config(state=tk.NORMAL)\n        self.log_text.delete(1.0, tk.END)\n        self.log_text.config(state=tk.DISABLED)\n\n        thread = threading.Thread(target=self._process, daemon=True)\n        thread.start()\n\n    def _stop(self):\n        self.is_running = False\n        self.status_var.set(\"\u6b63\u5728\u505c\u6b62...\")\n\n    def _write_frame(self, filepath, frame, fmt, quality):\n        \"\"\"\u5728\u7ebf\u7a0b\u6c60\u4e2d\u6267\u884c\u7684\u5e27\u5199\u5165\u4efb\u52a1\"\"\"\n        if fmt == \"jpg\":\n            _, buf = cv2.imencode(\".jpg\", frame, &#91;cv2.IMWRITE_JPEG_QUALITY, quality])\n        else:\n            _, buf = cv2.imencode(\".png\", frame, &#91;cv2.IMWRITE_PNG_COMPRESSION, 3])\n        buf.tofile(filepath)\n\n    def _process(self):\n        output_dir = self.output_var.get().strip()\n        mode = self.mode_var.get()\n        fmt = self.format_var.get()\n        quality = self.quality_var.get()\n        value = float(self.fps_var.get()) if mode != \"all\" else 0\n        naming = self.naming_var.get().strip()\n        num_threads = int(self.threads_var.get())\n\n        total_files = len(self.video_files)\n        total_frames_saved = 0\n        overall_start = time.time()\n\n        for idx, video_path in enumerate(self.video_files):\n            if not self.is_running:\n                break\n\n            video_name = Path(video_path).stem\n            video_output = os.path.join(output_dir, video_name)\n            os.makedirs(video_output, exist_ok=True)\n\n            self.root.after(0, lambda v=video_name: self.status_var.set(f\"\u6b63\u5728\u5904\u7406: {v}\"))\n            self.root.after(0, lambda m=f\"&#91;{idx+1}\/{total_files}] \u5f00\u59cb\u5904\u7406: {video_name}\": self._log(m))\n\n            cap = cv2.VideoCapture(video_path)\n            if not cap.isOpened():\n                cap = cv2.VideoCapture()\n                cap.open(video_path, cv2.CAP_ANY)\n            if not cap.isOpened():\n                self.root.after(0, lambda: self._log(\"  \u26a0 \u65e0\u6cd5\u6253\u5f00\u89c6\u9891\uff0c\u8df3\u8fc7\"))\n                continue\n\n            video_fps = cap.get(cv2.CAP_PROP_FPS)\n            total_frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n\n            if video_fps &lt;= 0:\n                video_fps = 30.0\n\n            if mode == \"fps\":\n                frame_interval = max(1, int(video_fps \/ value))\n            elif mode == \"interval\":\n                frame_interval = max(1, int(video_fps * value))\n            else:\n                frame_interval = 1\n\n            frame_idx = 0\n            saved_count = 0\n            file_start = time.time()\n\n            executor = ThreadPoolExecutor(max_workers=num_threads)\n            futures = &#91;]\n\n            while self.is_running:\n                ret, frame = cap.read()\n                if not ret:\n                    break\n\n                if frame_idx % frame_interval == 0:\n                    timestamp = frame_idx \/ video_fps\n                    filename = self._format_filename(naming, video_name, saved_count, frame_idx, timestamp, fmt)\n                    filepath = os.path.join(video_output, filename)\n\n                    frame_copy = frame.copy()\n                    future = executor.submit(self._write_frame, filepath, frame_copy, fmt, quality)\n                    futures.append(future)\n\n                    saved_count += 1\n\n                    if len(futures) >= num_threads * 10:\n                        for f in futures:\n                            f.result()\n                        futures.clear()\n\n                frame_idx += 1\n\n                if frame_idx % 200 == 0 and total_frame_count > 0:\n                    file_progress = frame_idx \/ total_frame_count\n                    overall = (idx + file_progress) \/ total_files * 100\n                    elapsed = time.time() - file_start\n                    fps_speed = frame_idx \/ elapsed if elapsed > 0 else 0\n                    self.root.after(0, lambda p=overall: self.progress_var.set(p))\n                    self.root.after(0, lambda s=fps_speed: self.speed_var.set(f\"\u5904\u7406\u901f\u5ea6: {s:.0f} \u5e27\/\u79d2\"))\n\n            for f in futures:\n                f.result()\n            futures.clear()\n            executor.shutdown(wait=True)\n\n            cap.release()\n            total_frames_saved += saved_count\n            elapsed = time.time() - file_start\n            self.root.after(0, lambda c=saved_count, t=elapsed: self._log(\n                f\"  \u2713 \u5b8c\u6210\uff0c\u4fdd\u5b58 {c} \u5e27\uff0c\u8017\u65f6 {t:.1f}\u79d2\"))\n\n            overall = (idx + 1) \/ total_files * 100\n            self.root.after(0, lambda p=overall: self.progress_var.set(p))\n\n        total_time = time.time() - overall_start\n\n        if self.is_running:\n            self.root.after(0, lambda: self.status_var.set(\n                f\"\u5168\u90e8\u5b8c\u6210\uff01\u5171\u4fdd\u5b58 {total_frames_saved} \u5e27\"))\n            self.root.after(0, lambda: self._log(\n                f\"\\n\u5168\u90e8\u5b8c\u6210\uff0c\u5171\u4fdd\u5b58 {total_frames_saved} \u5e27\uff0c\u603b\u8017\u65f6 {total_time:.1f}\u79d2\"))\n            self.root.after(0, lambda: self.speed_var.set(\n                f\"\u5e73\u5747 {total_frames_saved\/total_time:.0f} \u5e27\/\u79d2\" if total_time > 0 else \"\"))\n        else:\n            self.root.after(0, lambda: self.status_var.set(\"\u5df2\u505c\u6b62\"))\n            self.root.after(0, lambda: self._log(\n                f\"\\n\u5df2\u505c\u6b62\uff0c\u5f53\u524d\u5df2\u4fdd\u5b58 {total_frames_saved} \u5e27\"))\n\n        self.root.after(0, lambda: self.start_btn.config(state=tk.NORMAL))\n        self.root.after(0, lambda: self.stop_btn.config(state=tk.DISABLED))\n        self.is_running = False\n\n\nif __name__ == \"__main__\":\n    root = tk.Tk()\n    app = VideoToFramesApp(root)\n    root.mainloop()\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u7528 Python + OpenCV \u642d\u4e86\u4e2a GUI \u684c\u9762\u5de5\u5177\uff0c\u80fd\u6279\u91cf\u5bfc\u89c6\u9891\u3001\u652f\u6301\u4e09\u79cd\u62bd\u5e27\u65b9\u5f0f\uff0c\u591a\u7ebf\u7a0b\u5e76\u884c\u5199\u5165\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,9,14],"tags":[17,11,6,16],"class_list":["post-114","post","type-post","status-publish","format-standard","hentry","category-python","category-9","category-14","tag-python","tag-11","tag-6","tag-16"],"_links":{"self":[{"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/posts\/114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/comments?post=114"}],"version-history":[{"count":3,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/posts\/114\/revisions"}],"predecessor-version":[{"id":119,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/posts\/114\/revisions\/119"}],"wp:attachment":[{"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/media?parent=114"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/categories?post=114"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xxkj.pro\/index.php\/wp-json\/wp\/v2\/tags?post=114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}