{"id":681,"date":"2022-12-15T12:00:11","date_gmt":"2022-12-15T04:00:11","guid":{"rendered":"http:\/\/wordpress.loc\/?p=681"},"modified":"2022-12-15T12:00:43","modified_gmt":"2022-12-15T04:00:43","slug":"python","status":"publish","type":"post","link":"https:\/\/www.nmking.io\/index.php\/2022\/12\/15\/681\/","title":{"rendered":"Python YOLO v3\u6a19\u6e96\u7248\u53catiny\u7248"},"content":{"rendered":"\n<figure class=\"wp-block-pullquote\"><blockquote><p>\u4e4b\u524d\u7528YOLO\u7684\u6e2c\u8a66\u6642\uff0c\u5728\u7d14CPU\u72c0\u6cc1\u4e0b\u4ee5webcam\u505a\u5f71\u50cf\u7269\u4ef6\u8fa8\u8b58\uff0c\u4ee5intel i7, 16G\u6aa2\u6e2c800*600\u7684\u5927\u5c0f\uff0c\u5927\u6982\u6bcf\u79d22-4\u5f35\uff0c\u4e0d\u904e\u5982\u679c\u5f71\u50cf\u662f\u4f86\u81eaESP32CAM\u7684\u4e32\u6d41\u8996\u8a0a\uff0c\u4e00\u6a23800*600\u7684\u5927\u5c0f\uff0c\u6703\u8b8a\u6162\u5230\u6bcf\u79d21\u5f35\u3002<\/p><\/blockquote><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u6211\u7684ESP32\u5be6\u505a\u66f8\u7c4d\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/www.nmking.io\/index.php\/2022\/11\/10\/esp32_ch1-2\/\" target=\"_blank\">\u6211\u51fa\u66f8\u4e86 ESP32 \u7269\u806f\u7db2\u5c08\u984c<\/a><br>\u535a\u5ba2\u4f86\u7db2\u5740\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/www.books.com.tw\/products\/0010901195\" target=\"_blank\">https:\/\/www.books.com.tw\/products\/0010901195<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4e4b\u524d\u7528YOLO\u7684\u6e2c\u8a66\u6642\uff0c\u5728\u7d14CPU\u72c0\u6cc1\u4e0b\u4ee5webcam\u505a\u5f71\u50cf\u7269\u4ef6\u8fa8\u8b58\uff0c\u4ee5intel i7, 16G\u6aa2\u6e2c800*600\u7684\u5927\u5c0f\uff0c\u5927\u6982\u6bcf\u79d22-4\u5f35<\/p>\n\n\n\n<p>\u4e0d\u904e\u5982\u679c\u5f71\u50cf\u662f\u4f86\u81eaESP32CAM\u7684\u4e32\u6d41\u8996\u8a0a\uff0c\u4e00\u6a23800*600\u7684\u5927\u5c0f\uff0c\u6703\u8b8a\u6162\u5230\u6bcf\u79d21\u5f35\u3002<\/p>\n\n\n\n<p>\u82e5\u4f60\u6c92\u6709GPU\u505a\u52a0\u901f\uff0c\u4f46\u4e5f\u60f3\u8981\u52a0\u5feb\u6aa2\u6e2c\u901f\u5ea6\uff0c\u53ef\u4ee5\u6539\u7528tiny\u7248\uff0c\u901f\u5ea6\u53ef\u4ee5\u5feb10\u500d\u5de6\u53f3\uff0c\u4f46\u662f\u6aa2\u6e2c\u7684\u6548\u679c\u6703\u6bd4\u8f03\u5dee\u3002<br>\u4fee\u6539\u7684\u65b9\u6cd5\u5f88\u7c21\u55ae\uff0c\u5148\u4e0b\u8f09\u9019\u500b\u58d3\u7e2e\u6a94\uff0c\u5167\u90e8\u5305\u542b\u5169\u500b\u6a94\u6848\uff0c\u4e0b\u8f09\u7db2\u5740\uff1a<a href=\"https:\/\/t.ly\/JvKz5\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/JvKz5<\/a><\/p>\n\n\n\n<p>yolov3-tiny.cfg<br>yolov3-tiny.weights<\/p>\n\n\n\n<p>\u5c07\u4e0a\u8ff0\u6a94\u6848\u653e\u7f6e\u5728yolo\u540c\u4e00\u500b\u8cc7\u6599\u593e\u4e2d\uff0c\u4e26\u4fee\u6539\u7a0b\u5f0f\u7684\u7b2c30\uff0c31\u884c\u7684\u5167\u5bb9\u5982\u4e0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>modelConfiguration = \"yolov3-tiny.cfg\"<br>modelWeights = \"yolov3-tiny.weights\"<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/pic.pimg.tw\/youyouyou\/1579692925-573294218_n.png?resize=839%2C656&#038;ssl=1\" alt=\"\" width=\"839\" height=\"656\"\/><figcaption class=\"wp-element-caption\">\u4fee\u6539\u7a0b\u5f0f\u78bc\u5b8c\u6210\u756b\u9762<\/figcaption><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u4f86\u662f\u6e2c\u8a66\u72c0\u6cc1<\/p>\n\n\n\n<p>1.Yolo\u6a19\u6e96\u7248\u6548\u80fd\u8207\u6e2c\u8a66\u7d50\u679c\uff1a\u4ee5\u6211\u7684\u96fb\u8166\u4f86\u8aaa\uff0c\u6a19\u6e96\u7248\u7684\u6aa2\u6e2c\u5927\u6982\u6bcf\u79d23\u5f35\uff0c\u800c\u6aa2\u6e2c\u6548\u679c\u975e\u5e38\u597d<br>\u5c31\u7b97\u662f\u53ea\u6709\u4e00\u96bb\u624b\uff0c\u5979\u90fd\u80fd\u5224\u65b7\u51fa\u9019\u662f\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/pic.pimg.tw\/youyouyou\/1579693682-2433232525_n.png?resize=841%2C713&#038;ssl=1\" alt=\"\" width=\"841\" height=\"713\"\/><figcaption class=\"wp-element-caption\">Yolo\u6a19\u6e96\u7248\u6548\u80fd<\/figcaption><\/figure>\n\n\n\n<p>2.Yolo Tiny\u7248\u6548\u80fd\u8207\u6e2c\u8a66\u7d50\u679c\uff1a\u5927\u7d04\u6bcf\u79d230\u5f35\uff0c\u53ea\u6709\u624b\u7684\u6642\u5019\u5c31\u6aa2\u6e2c\u4e0d\u51fa\u4f86\u662f\u4eba\uff0c\u751a\u81f3\u624b\u6a5f\u5982\u679c\u87a2\u5e55\u6c92\u6253\u958b\u7684\u72c0\u6cc1\uff0c\u5979\u4e5f\u8a8d\u4e0d\u51fa\u4f86\u662f\u624b\u6a5f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/pic.pimg.tw\/youyouyou\/1579693865-744545116_n.png?resize=839%2C706&#038;ssl=1\" alt=\"\" width=\"839\" height=\"706\"\/><figcaption class=\"wp-element-caption\">Yolo Tiny\u7248\u6548\u80fd<\/figcaption><\/figure>\n\n\n\n<p>\u7e3d\u800c\u8a00\u4e4b\uff0c\u8981\u9078yolo\u6a19\u6e96\u7248\u8ddftiny\u7248\uff0c\u8996\u9700\u8981\u800c\u5b9a\uff0c\u9700\u8981\u5feb\u4e0d\u9700\u8981\u6e96\u78ba\u5ea6\uff0c\u53ef\u4ee5\u9078tiny\u7248\uff0c\u5982\u679c\u9700\u8981\u6e96\u78ba\uff0c\u53ef\u4ee5\u9078\u6a19\u6e96\uff08\u53ef\u662f\u6703\u6389\u683c\u2026\u90a3\u9084\u4e0d\u662f\u4e00\u6a23\uff09<\/p>\n\n\n\n<p>\u4e0b\u6b21\u4f86\u4f7f\u7528GPU\u52a0\u5f37\u7269\u4ef6\u8fa8\u8b58\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e4b\u524d\u7528YOLO\u7684\u6e2c\u8a66\u6642\uff0c\u5728\u7d14CPU\u72c0\u6cc1\u4e0b\u4ee5webcam\u505a\u5f71\u50cf\u7269\u4ef6\u8fa8\u8b58\uff0c\u4ee5intel i7, 16G\u6aa2\u6e2c800* [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[26,5],"tags":[],"class_list":["post-681","post","type-post","status-publish","format-standard","hentry","category-esp32cam","category-python"],"blocksy_meta":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/posts\/681","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/comments?post=681"}],"version-history":[{"count":1,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/posts\/681\/revisions"}],"predecessor-version":[{"id":682,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/posts\/681\/revisions\/682"}],"wp:attachment":[{"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/media?parent=681"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/categories?post=681"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nmking.io\/index.php\/wp-json\/wp\/v2\/tags?post=681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}