{"id":16943,"date":"2022-07-08T15:09:00","date_gmt":"2022-07-08T07:09:00","guid":{"rendered":"https:\/\/www.circuspi.com\/?p=16943"},"modified":"2023-12-11T13:37:41","modified_gmt":"2023-12-11T05:37:41","slug":"getting-started-with-raspberrypi","status":"publish","type":"post","link":"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/","title":{"rendered":"\u4f60\u60f3\u8981\u7684 Raspberry Pi \u6a39\u8393\u6d3e\u5165\u9580\u6559\u5b78\u90fd\u5728\u9019\u88e1\uff01"},"content":{"rendered":"\n<p><style> \/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/ a:link {color:#0695e4 ;} \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ a:visited {color:#0695e4 ;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/ a:hover {color:#0695e4 ;} \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/ a:active {color:#0000BB;} \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ <\/style><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"526\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2022\/08\/\u6a39\u8393\u6d3e\u5165\u9580\u6559\u5b78_1000x526.jpg\" alt=\"\u4f60\u60f3\u8981\u7684 Raspberry Pi \u6a39\u8393\u6d3e\u5165\u9580\u6559\u5b78\u90fd\u5728\u9019\u88e1\uff01\" class=\"wp-image-16944\"\/><\/figure><\/div>\n\n\n<p>\u6a39\u8393\u6d3e AI \u958b\u767c\u74b0\u5883\u5efa\u69cb\u53ca\u61c9\u7528\u7c21\u8981\u8aaa\u660e\uff08\u4f7f\u7528\u7248\u672cBuster 32\u4f4d\u5143\uff09 <\/p>\n\n\n\n<p><strong>\u4e00\u3001<a href=\"#title-1\">\u7cfb\u7d71\u88fd\u4f5c<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u4e8c\u3001<a href=\"#title-2\">\u7cfb\u7d71\u5b89\u88dd\u53ca\u57fa\u672c\u8a2d\u5b9a<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u4e09\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/2\/#title-3\">MobaXterm \u9060\u7aef\u63a7\u5236\u5de5\u5177<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u56db\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/2\/#title-4\">Python \u958b\u767c\u5de5\u5177\u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u4e94\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/2\/#title-5\">OpenCV \u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u516d\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/3\/#title-6\">Dlib \u4eba\u81c9\u8fa8\u8b58\u5de5\u5177\u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u4e03\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/3\/#title-7\">Tensorflow \u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u516b\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/3\/#title-8\">Mediapipe \u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u4e5d\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/3\/#title-9\">Jupyter Notebook \u5b89\u88dd<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u5341\u3001<a href=\"https:\/\/www.circuspi.com\/index.php\/2022\/07\/08\/getting-started-with-raspberrypi\/3\/#title-10\">\u5b89\u88dd\u65b0\u9177\u97f3\u4e2d\u6587\u8f38\u5165\u6cd5<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-1\">\u4e00\u3001\u7cfb\u7d71\u88fd\u4f5c<\/h2>\n\n\n\n<p>\u6a39\u8393\u6d3e\u4f5c\u696d\u7cfb\u7d71\uff08Pi OS\uff09\u662f\u4f7f\u7528 Debian Linux \u4f5c\u696d\u7cfb\u7d71\uff0c\u4e00\u822c\u5c07\u7cfb\u7d71\u71d2\u9304\u5728 TF \u5361\u5167\uff0c\u7cfb\u7d71\u975e\u5e38\u5c0f\uff0c\u5efa\u8b70 <a href=\"https:\/\/www.icshop.com.tw\/product-page.php?25407\" target=\"_blank\" rel=\"noreferrer noopener\">32G <\/a>\u5c31\u975e\u5e38\u5920\u7528\uff0c\u53e6\u5916 rpi 4 \u4ee5\u4e0a\u7248\u672c\u4e5f\u652f\u63f4\u71d2\u9304\u5728 USB3.0 \u7684\u5916\u63a5\u76d2\uff08SSD\uff09\uff0c\u71d2\u9304\u5de5\u5177\u53ef\u5f9e\u5b98\u65b9\u4e0b\u8f09\uff0c\u7db2\u5740\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><a href=\"https:\/\/www.raspberrypi.com\/software\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.raspberrypi.com\/software\/<\/a><\/p>\n\n\n\n<p>\u8acb\u9032\u5165\u4e0a\u8ff0\u7db2\u7ad9\u5f8c\uff0c\u9078\u64c7\u7b26\u5408\u60a8\u9700\u6c42\u7684\u7248\u672c\uff0c\u672c\u6559\u6750\u5247\u4f7f\u7528 Windows \u505a\u8aaa\u660e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_01.png\" alt=\"\" class=\"wp-image-20830\" width=\"605\" height=\"605\"\/><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/IEUg2C5jBCMyrbzC1koh42U8EV_q0NuPLcFqHTxWoLeCPaxaf8knAaczDnH0t_XQBf6X46O-nYOAhcam2IC82H89lM1TXWvknimcWsUULf85yB-h5wY6bEjhO1w7EDvihcd3aNm9ATCXH4mZNA\" alt=\"\u4f60\u60f3\u8981\u7684 Raspberry Pi \u6a39\u8393\u6d3e\u5165\u9580\u6559\u5b78\u90fd\u5728\u9019\u88e1\uff01\"\/><\/figure><\/div>\n\n\n<p>\u4e0b\u8f09\u5f8c\uff0c\u76f4\u63a5\u5b89\u88dd\u5373\u53ef\u3002<\/p>\n\n\n\n<p>\u958b\u555f\u6a39\u8393\u6d3e\u71d2\u9304\u5de5\u5177\u5f8c\uff0c\u4e09\u500b\u6b65\u9a5f\u9032\u884c\u71d2\u9304<\/p>\n\n\n\n<p>1. \u9078\u64c7\u4f5c\u696d\u7cfb\u7d71<br><\/p>\n\n\n\n<p>\u76ee\u524d\u6700\u65b0\u7684\u4f5c\u696d\u7cfb\u7d71\u70ba\u300cBullseye\u300d\uff0c\u4e0d\u904e\u7b46\u8005\u6e2c\u8a66\u4f3c\u4e4e\u9084\u6709\u4e9b\u76f8\u5bb9\u6027\u554f\u984c\uff0c\u672c\u6559\u6750\u4f7f\u7528\u7684\u7248\u672c\u662f\u300cBuster\u300d32\u4f4d\u5143\uff0c\u8acb\u5728\u9996\u9801\u7684\u5730\u65b9\u9078\u64c7 Raspberry Pi OS(Other) \u7684\u9078\u9805\u5f8c\uff0c\u62c9\u5230\u6700\u5f8c\uff0c\u9078\u64c7<\/p>\n\n\n\n<p><strong><span style=\"color:#000000\" class=\"tadv-color\">\u300cRaspberry Pi OS(Legacy)\u300d<\/span><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/9sOl07JMOatjWaNEoRrtqeLtvh7hYrqoPdY8ODg2nzVSwlui3rlvtnb_DNCMJmNDEnJGzWMEeVtQp4OXP4S4EzbLYQSVRieGwL759gIxN29D1pWRQPjVQ34ycwzFlOBu75hfzGknXCvSK8ILlQ\" alt=\"\u4f60\u60f3\u8981\u7684 Raspberry Pi \u6a39\u8393\u6d3e\u5165\u9580\u6559\u5b78\u90fd\u5728\u9019\u88e1\uff01\"\/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"677\" height=\"448\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_02.png\" alt=\"\" class=\"wp-image-20831\"\/><figcaption class=\"wp-element-caption\">\u9078\u64c7 Raspberry Pi OS (Legacy)<\/figcaption><\/figure><\/div>\n\n\n<p>2. \u9078\u64c7\u5132\u5b58\u5361<\/p>\n\n\n\n<p>\u63d2\u5165\u8a18\u61b6\u5361\u6216 USB3.0 \u7684 SSD \u5916\u63a5\u76d2\uff0c\u5c31\u53ef\u4ee5\u5728\u5132\u5b58\u5361\u4e2d\u88ab\u627e\u5230\u3002<br>\u975e\u5e38\u5efa\u8b70\u6539\u7528 USB3.0 \u7684 SSD \u786c\u789f\u5916\u63a5\u76d2\uff0c\u4fdd\u8b49\u8b93\u4f60\u611f\u89ba\u98db\u8d77\u4f86\uff5e\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"444\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_03.png\" alt=\"\" class=\"wp-image-20832\"\/><figcaption class=\"wp-element-caption\"> \u9078\u64c7\u5132\u5b58\u5361 <\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"446\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_04.png\" alt=\"\" class=\"wp-image-20833\"\/><figcaption class=\"wp-element-caption\">\u63d2\u5165\u8a18\u61b6\u5361\u5373\u53ef\u88ab\u627e\u5230<\/figcaption><\/figure><\/div>\n\n\n<p>3. \u8a2d\u5b9a\u71d2\u9304\u9078\u9805\uff1a\u53ef\u4ee5\u900f\u904e\u9810\u5148\u8a2d\u5b9a\u9078\u9805\uff0c\u8b93RPI\u958b\u6a5f\u5f8c\u66f4\u5bb9\u6613\u4f7f\u7528(<strong>\u6b64\u6b65\u9a5f\u53ef\u4ee5\u7701\u7565\uff0c\u7b2c\u4e00\u6b21\u958b\u6a5f\u6642\u518d\u8a2d\u5b9a\u5373\u53ef<\/strong>)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"681\" height=\"448\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_05.png\" alt=\"\" class=\"wp-image-20836\"\/><\/figure><\/div>\n\n\n<p>3.1 \u8a2d\u5b9a SSH \u670d\u52d9\u53ca\u4f7f\u7528\u8005\u5e33\u865f\u53ca\u5bc6\u78bc<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"676\" height=\"448\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_06.png\" alt=\"\" class=\"wp-image-20837\"\/><\/figure><\/div>\n\n\n<p>3.3 \u8a2d\u5b9a Wi-Fi<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"446\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_07.png\" alt=\"\" class=\"wp-image-20838\"\/><\/figure><\/div>\n\n\n<p>3.4 \u7cfb\u7d71\u8a9e\u8a00<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"681\" height=\"452\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_08.png\" alt=\"\" class=\"wp-image-20839\"\/><\/figure><\/div>\n\n\n<p>4. \u958b\u59cb\u71d2\u9304<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"675\" height=\"450\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_09.png\" alt=\"\" class=\"wp-image-20840\"\/><figcaption class=\"wp-element-caption\">\u9ede\u9078\u71d2\u9304<\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"451\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_10.png\" alt=\"\" class=\"wp-image-20841\"\/><figcaption class=\"wp-element-caption\">\u63d0\u793a\u8cc7\u6599\u90fd\u6703\u88ab\u522a\u9664<\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"675\" height=\"447\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_11.png\" alt=\"\" class=\"wp-image-20842\"\/><figcaption class=\"wp-element-caption\">\u958b\u59cb\u71d2\u9304\u4e86<\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"448\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_12.png\" alt=\"\" class=\"wp-image-20843\"\/><figcaption class=\"wp-element-caption\">\u71d2\u9304\u5b8c\u7562\u5f8c\uff0c\u81ea\u52d5\u9a57\u8b49\u6aa2\u67e5\u8cc7\u6599\u6b63\u78ba\u6027<br>(\u82e5\u9a57\u8b49\u5931\u6557\uff0c\u901a\u5e38\u4ee3\u8868\u8a18\u61b6\u5361\u54c1\u8cea\u4e0d\u4f73\uff0c\u8acb\u66f4\u63db\u5176\u4ed6\u8a18\u61b6\u5361)<\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"448\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_13.png\" alt=\"\" class=\"wp-image-20844\"\/><figcaption class=\"wp-element-caption\">\u71d2\u9304\u5b8c\u7562\uff0c\u9ede\u9078\u7e7c\u7e8c\u53ef\u4ee5\u79fb\u9664\u8a18\u61b6\u5361<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"title-2\">\u4e8c\u3001\u7cfb\u7d71\u5b89\u88dd\u53ca\u57fa\u672c\u8a2d\u5b9a<\/h2>\n\n\n\n<p>1. \u7cfb\u7d71\u7b2c\u4e00\u6b21\u958b\u6a5f<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"570\" height=\"370\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_14.png\" alt=\"\" class=\"wp-image-20856\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u9ede\u9078 Next \u4e0b\u4e00\u6b65<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"542\" height=\"386\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_15.png\" alt=\"\" class=\"wp-image-20855\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u9078\u64c7\u570b\u5bb6\uff1a\u53f0\u7063\u3001\u8a9e\u8a00\uff1a\u4e2d\u6587\u3001\u6642\u5340\uff1a\u53f0\u5317<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"584\" height=\"396\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_16.png\" alt=\"\" class=\"wp-image-20854\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u8acb\u8f38\u5165\u4f60\u8981\u4f7f\u7528\u7684\u5bc6\u78bc\u7d66\u9810\u8a2d\u5e33\u865f \u201dpi\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"574\" height=\"386\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_17.png\" alt=\"\" class=\"wp-image-20853\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u8a2d\u5b9a\u87a2\u5e55\uff0c\u82e5\u87a2\u5e55\u6709\u9ed1\u908a(\u5982\u4e0b\u5716)\uff0c\u5247\u6253\u52fe\u5f8c\u518d\u6309\u4e0b\u4e00\u6b65<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"900\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_18.png\" alt=\"\" class=\"wp-image-20852\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u87a2\u5e55\u9ed1\u908a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"570\" height=\"396\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_19.png\" alt=\"\" class=\"wp-image-20851\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u9078\u64c7 Wi-Fi \u9023\u7dda<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"368\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_20.png\" alt=\"\" class=\"wp-image-20850\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u7acb\u5373\u9032\u884c\u7cfb\u7d71\u66f4\u65b0<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"534\" height=\"386\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_21.png\" alt=\"\" class=\"wp-image-20849\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u7cfb\u7d71\u66f4\u65b0\u4e2d<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"566\" height=\"384\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_22.png\" alt=\"\" class=\"wp-image-20848\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><br>\u5b8c\u6210\u5f8c\u91cd\u65b0\u958b\u6a5f<\/p>\n\n\n\n<p>2. \u8a2d\u5b9a\u7cfb\u7d71\u9078\u9805<\/p>\n\n\n\n<p>\u8a2d\u5b9a RPI \u7684\u754c\u9762\uff0c\u5c07\u5728\u9019\u88e1\u958b\u555f\u9700\u8981\u7684\u529f\u80fd\uff0c\u672c\u6559\u6750\u5247\u9078\u64c7\u5168\u90e8\u958b\u555f\u3002<\/p>\n\n\n\n<p>\u9019\u88e1\u7d00\u9304\u6bd4\u8f03\u91cd\u8981\u7684\u90e8\u4efd<br>2.1 Camera\uff1a\u662f\u5426\u4f7f\u7528 webcam \u93e1\u982d<br>2.2 SSH\uff1a\u9060\u7aef\u767b\u5165(\u6587\u5b57\u6a21\u5f0f)<br>2.3 VNC\uff1a\u9060\u7aef\u767b\u5165(\u684c\u9762\u6a21\u5f0f)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1016\" height=\"556\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_23.png\" alt=\"\" class=\"wp-image-20847\"\/><\/figure><\/div>\n\n\n<p>2.3 \u8a2d\u5b9a VNC \u767b\u5165\uff1a\u7531\u65bc\u76ee\u524d\u5b89\u5168\u6027\u4e0d\u76f8\u5bb9\u554f\u984c\uff0c\u6b64\u8655\u8a2d\u5b9a\u5fc5\u9808\u4fee\u6539\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"621\" height=\"282\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_24.png\" alt=\"\" class=\"wp-image-20863\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">VNC\u7121\u6cd5\u767b\u5165\u554f\u984c<\/p>\n\n\n\n<p class=\"has-text-align-left\">\u7576\u958b\u555fVNC\u529f\u80fd\u5f8c\uff0c\u53f3\u4e0a\u89d2\u5c31\u6703\u51fa\u73fe\u767d\u8272\u7684 VNC \u5716\u793a\uff0c\u9ede\u9078 VNC \u7684\u5716\u793a\uff0c\u5373\u53ef\u958b\u555f VNC \u8a2d\u5b9a\u8996\u7a97\uff0c\u6b64\u8655\u4e5f\u9806\u4fbf\u4e86\u89e3\u4e00\u4e0b RPI \u6240\u4f7f\u7528\u7684IP\uff0c\u7b49\u7b49\u9060\u7aef\u767b\u5165\u6642\u6703\u7528\u5230\u3002<br>\u9ede\u9078\u53f3\u4e0a\u89d2\u7684\u300c\u4e09\u300d\u7b26\u865f\u5f8c\uff0c\u9ede\u9078 Option \u529f\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"582\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_25.png\" alt=\"\" class=\"wp-image-20864\"\/><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"793\" height=\"471\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_26.png\" alt=\"\" class=\"wp-image-20865\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-left\"><br>\u958b\u555f Option \u8996\u7a97\uff0c\u9ede\u9078\u5de6\u5074\u7684 Security \u529f\u80fd\uff0c\u5728 Authentication \u8655\uff0c\u6539\u9078\u70ba VNC Password\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"944\" height=\"720\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_27.png\" alt=\"\" class=\"wp-image-20866\"\/><\/figure>\n\n\n\n<p>\u9ede\u9078 User&amp; Permissions \u529f\u80fd\uff0c\u7136\u5f8c\u9078\u64c7 Standard user(user)\uff0c\u518d\u9ede Password\uff0c\u8f38\u5165\u60a8\u8f03\u5e38\u4f7f\u7528\u7684\u5bc6\u78bc\uff0c\u9019\u500b\u6b65\u9a5f\u4e3b\u8981\u5728\u8b93 VNC \u9060\u7aef\u767b\u5165\u7684\u5bc6\u78bc\u7368\u7acb\u51fa\u4f86\uff0c\u4e0d\u4f7f\u7528 RPI \u5167\u7684\u4f7f\u7528\u8005\u5e33\u865f\u9032\u884c\u767b\u5165\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1018\" height=\"746\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_28.png\" alt=\"\" class=\"wp-image-20867\"\/><\/figure>\n\n\n\n<p>3. \u52a0\u5927\u865b\u64ec\u8a18\u61b6\u9ad4\uff0cRPI \u9810\u8a2d\u7684\u865b\u64ec\u8a18\u61b6\u9ad4\u50c5\u6709 100M\uff0c\u6211\u5011\u53ef\u4ee5\u5c07\u4ed6\u5b9a\u70ba 2048M\uff08\u82e5\u8a18\u61b6\u5361\u7a7a\u9593\u8db3\u5920\u7684\u8a71\uff09\u3002<\/p>\n\n\n\n<p>\u958b\u555f\u4ea4\u63db\u8a2d\u5b9a\uff0c\u4f7f\u7528\u547d\u4ee4\u6a21\u5f0f\uff08LX \u7d42\u7aef\u6a5f\uff09\uff0c\u8f38\u5165<\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo nano \/etc\/dphys-swapfile<\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"522\" height=\"375\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_29.png\" alt=\"\" class=\"wp-image-20868\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-left\">\u6539 CONF_SWAPSIZE=2048<br>\u7136\u5f8c\u6309 Ctrl-X\u3001\u6309 Y\uff0c\u6309 Enter\u5b58\u6a94\u5f8c\uff0c\u91cd\u958b\u6a5f\u5373\u53ef\u3002<\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p><style> \/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/ a:link {color:#0695e4 ;} \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ a:visited {color:#0695e4 ;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/ a:hover {color:#0695e4 ;} \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/ a:active {color:#0000BB;} \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ <\/style><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-3\"><strong>\u4e09\u3001MobaXterm \u9060\u7aef\u63a7\u5236\u5de5\u5177<\/strong><\/h2>\n\n\n\n<p>MobaXterm \u662f\u4e00\u500b windows \u9023\u7dda Linux \u7cfb\u7d71\u975e\u5e38\u597d\u7528\u7684\u9060\u7aef\u7ba1\u7406\u5de5\u5177\uff08\u5b89\u88dd\u5728PC\u4e0a\uff09\uff0c\u5305\u542b SSH\u3001FTP\u3001VNC\u3001RDP \u7b49\uff0c\u800c\u4e14\u529f\u80fd\u4e92\u76f8\u6574\u5408\uff0c\u4f8b\u5982 SSH \u80fd\u6574\u5408\u6a94\u6848\u7ba1\u7406\uff0c\u8b93\u6211\u5011\u80fd\u908a\u4e0b\u547d\u4ee4\u4e5f\u53ef\u4ee5\u4e0a\u50b3\u6a94\u6848\uff0c\u975e\u5e38\u63a8\u85a6\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u4e0b\u8f09\u7db2\u5740\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/mobaxterm.mobatek.net\/download.html\" target=\"_blank\">https:\/\/mobaxterm.mobatek.net\/download.html<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_30.png\" alt=\"\" class=\"wp-image-20869\" width=\"771\" height=\"546\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><br>\u9ede\u9078\u5de6\u5074\u7684Free\u7248\u672c\u5373\u53ef\uff0c\u5b89\u88dd\u5f8c\uff0c\u6211\u5011\u4f86\u6e2c\u8a66 SSH + FTP +\u6587\u5b57\u7de8\u8f2f\u5668\u53ca VNC \u529f\u80fd\u3002<\/p>\n\n\n\n<p>1. \u5efa\u7acb SSH \u9023\u7dda<br>\u958b\u555f MobaXterm\uff0c\u6211\u5011\u9ede\u9078\u5de6\u4e0a\u89d2\u7684 Session (\u9023\u7dda)\uff0c\u7136\u5f8c\u9078\u64c7 SSH\u9023\u7dda\uff0c\u8f38\u5165 IP \u70ba\u6a39\u8393\u6d3e\u7684 IP\uff0c\u672c\u6559\u6750\u70ba 192.168.1.106\uff0c\u518d\u52fe\u9078Specify user\uff08\u7279\u5b9a\u4f7f\u7528\u8005\uff09\uff0c\u5728\u4f7f\u7528\u8005\u6b04\u4f4d\u8f38\u5165\u300cpi\u300d\uff0c\u6b64\u70ba\u6a39\u8393\u6d3e\u7684\u9810\u8a2d\u4f7f\u7528\u8005\u3002\u6700\u5f8c\u6309 OK \u5373\u53ef\u5b58\u6a94\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_31.png\" alt=\"\" class=\"wp-image-20870\" width=\"613\" height=\"402\"\/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"789\" height=\"407\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_32.png\" alt=\"\" class=\"wp-image-20871\"\/><\/figure><\/div>\n\n\n<p>\u958b\u555f\u9023\u7dda\u5f8c\uff0c\u8f38\u5165\u4e0a\u4e00\u7bc0\u6240\u8a2d\u5b9a\u7684 pi \u5bc6\u78bc<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"788\" height=\"684\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_33.png\" alt=\"\" class=\"wp-image-20872\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-left\">\u9023\u7dda\u6210\u529f\u5f8c\uff0c\u53ef\u4ee5\u767c\u73fe\u8207\u50b3\u7d71 SSH \u8edf\u9ad4\u6700\u5927\u7684\u4e0d\u540c\u5c31\u662f\u5de6\u5074\u591a\u51fa\u6a94\u6848\u7e3d\u7ba1\uff0c\u53ef\u4ee5\u8b93\u6211\u5011\u7528\u62d6\u66f3\u65b9\u5f0f\u8907\u88fd RPI \u5167\u7684\u8cc7\u6599\uff0c\u6216\u8005\u628a\u6a94\u6848\u4e0a\u50b3RPI\uff0c\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\u4e5f\u53ef\u4ee5\u76f4\u63a5\u958b\u555f RPI \u4e0a\u7684\u6587\u4ef6\u6216\u5716\u7247<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1125\" height=\"684\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_34.png\" alt=\"\" class=\"wp-image-20873\"\/><\/figure><\/div>\n\n\n<p>\u82e5\u958b\u555f\u6587\u5b57\u6a94\uff0c\u4e5f\u6703\u76f4\u63a5\u4f7f\u7528 MobaTextEditor \u9032\u884c\u7de8\u8f2f\uff0c\u7576\u4fee\u6539\u5b8c\u5b58\u6a94\u6642\uff0c\u5c31\u6703\u76f4\u63a5\u4e0a\u50b3 RPI \u540c\u6b65\u6a94\u6848\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"614\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_35.png\" alt=\"\" class=\"wp-image-20874\"\/><\/figure><\/div>\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>2. \u5efa\u7acb VNC \u684c\u9762\u9023\u7dda<br>\u9ede\u9078\u53f3\u4e0a\u89d2\u7684 Session\uff0c\u7136\u5f8c\u9ede\u9078 VNC\uff0c\u8f38\u5165 RPI \u7684 IP\uff0c\u518d OK \u5b58\u6a94\u5373\u53ef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"858\" height=\"720\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_36.png\" alt=\"\" class=\"wp-image-20877\"\/><\/figure>\n\n\n\n<p>\u958b\u555f VNC \u5f8c\uff0c\u8f38\u5165\u4e0a\u4e00\u7bc0\u201dVNC\u201d\u6240\u8a2d\u5b9a\u7684\u5bc6\u78bc\uff08\u975e\u7cfb\u7d71\u4f7f\u7528\u8005\u201dpi\u201d\u7684\u5bc6\u78bc\uff09\uff0c\u5373\u53ef\u4ee5\u958b\u555f RPI \u7684\u684c\u9762\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"509\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_37.png\" alt=\"\" class=\"wp-image-20878\"\/><\/figure><\/div>\n\n\n<p>VNC \u5fc5\u9808\u555f\u52d5\u684c\u9762\u670d\u52d9\u624d\u80fd\u555f\u7528\uff0c\u6240\u4ee5\u5982\u679c\u62d4\u9664\u87a2\u5e55\u5c31\u7121\u6cd5\u4f7f\u7528 VNC\uff0c\u82e5\u4f60\u62d4\u9664\u87a2\u5e55\u9084\u8981\u4f7f\u7528 VNC\uff0c\u5247\u8acb\u4f9d\u7167\u4ee5\u4e0b\u8aaa\u660e\u8a2d\u7f6e\uff0c\u6216\u5b89\u88dd HDMI \u5047\u8986\u8f09\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.tomshardware.com\/how-to\/fix-cannot-currently-show-desktop-error-raspberry-pi\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.tomshardware.com\/how-to\/fix-cannot-currently-show-desktop-error-raspberry-pi<\/a><\/p>\n\n\n\n<p>\u9644\u5e36\u8aaa\u660e\uff0cVNC \u6216 SSH \u90fd\u50c5\u5340\u57df\u5167\u53ef\u4ee5\u4f7f\u7528\uff0c\u82e5\u5ee3\u57df\u7db2\u8def internet \u4e5f\u9700\u8981\u505a\u9060\u7aef\u76e3\u63a7\uff0c\u5efa\u8b70\u4f7f\u7528 Anydesk \u9060\u7aef\u684c\u9762\u5de5\u5177\u3002<\/p>\n\n\n\n<p>Anydesk \u7db2\u5740\uff1a<a href=\"https:\/\/anydesk.com\/en\/downloads\/raspberry-pi\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/anydesk.com\/en\/downloads\/raspberry-pi<\/a><br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-4\">\u56db\u3001Python \u958b\u767c\u5de5\u5177\u5b89\u88dd<\/h2>\n\n\n\n<p>rpi buster \u9810\u8a2d\u70ba python3.7 \u53ca python2.7\uff0c\u4f7f\u7528\u547d\u4ee4\u5340\u5206\u300cpython3\u300d\u4ee3\u8868\u57f7\u884c python3.7\uff0c\u300cpython\u300d\u4ee3\u8868\u57f7\u884c python2.7\uff0c\u800c\u76ee\u524dpython2 \u4ee5\u524d\u7684\u7248\u672c\u5df2\u7d93\u5f88\u5c11\u898b\uff0c\u56e0\u6b64\u672c\u6587\u5c07\u91dd\u5c0d Python3.7 \u4f86\u5efa\u69cb\u74b0\u5883\u3002<\/p>\n\n\n\n<p>\u5c0d\u65bc\u5beb Python \u4f86\u8aaa VSCode \u662f\u4e00\u500b\u975e\u5e38\u5bb9\u6613\u4e0a\u624b\u7684\u5de5\u5177\uff0c\u4e3b\u8981\u662f\u5177\u6709\u5373\u6642\u9664\u932f\u3001\u667a\u6167\u63d0\u793a\u3001\u8b8a\u6578\u76e3\u770b\u7b49\u529f\u80fd\uff0c\u7b46\u8005\u975e\u5e38\u5efa\u8b70\uff0c\u4ee5\u4e0b\u90fd\u4ee5VSCode\u4f86\u9032\u884c\u8aaa\u660e\u3002<\/p>\n\n\n\n<p><strong>1. \u5b89\u88dd VSCode<\/strong><\/p>\n\n\n\n<p>VSCode \u5b89\u88dd\u975e\u5e38\u7c21\u55ae\uff0c\u5728\u529f\u80fd\u8868\/\u504f\u597d\u8a2d\u5b9a\/ Recommended Software\uff0c\u53ef\u4ee5\u958b\u555f\u5efa\u8b70\u5b89\u88dd\u8edf\u9ad4\u8996\u7a97\uff0c\u518d\u9078\u64c7 Programming \u7a0b\u5f0f\u958b\u767c\u5de5\u5177\u5167\u5217\u8868\u7684 Visual Studio Code \u5373\u53ef\u958b\u59cb\u5b89\u88dd\u3002<br>\u6216\u8005\u4f7f\u7528\u547d\u4ee4\uff1a<span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt install code -y<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"837\" height=\"430\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_38.png\" alt=\"\" class=\"wp-image-20879\"\/><\/figure>\n\n\n\n<p><strong>2. \u7b2c\u4e00\u6b21\u57f7\u884c VSCode<\/strong><\/p>\n\n\n\n<p>\u5b89\u88dd\u5b8c\u7562\u5f8c\uff0c\u53ef\u4ee5\u5728\u529f\u80fd\u8868\u8edf\u9ad4\u958b\u767c\/\u627e\u5230 VSCode \u7684\u5716\u793a\uff0c\u9ede\u9078\u5373\u53ef\u958b\u555f<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"339\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_39.png\" alt=\"\" class=\"wp-image-20880\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e00\u6b21\u958b\u555f\uff0c\u6703\u63d0\u793a\u5b89\u88dd\u4e2d\u6587\u754c\u9762\u4e26\u81ea\u884c\u91cd\u65b0\u958b\u555f\uff0c\u5982\u672a\u63d0\u793a\u5b89\u88dd\u4e2d\u6587\uff0c\u4e5f\u53ef\u81ea\u884c\u9032\u5165\u63d2\u4ef6\u7ba1\u7406\u5b89\u88dd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"759\" height=\"590\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_40.png\" alt=\"\" class=\"wp-image-20881\"\/><\/figure>\n\n\n\n<p>\u5b89\u88dd\u4e2d\u6587\u754c\u9762\u5f8c<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"726\" height=\"565\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_41.png\" alt=\"\" class=\"wp-image-20882\"\/><\/figure>\n\n\n\n<p>VSCode \u7684\u958b\u767c\u4e00\u822c\u90fd\u6703\u4f7f\u7528\u300c\u8cc7\u6599\u593e\u300d\uff0c\u7136\u5f8c\u628a\u8a72\u5c08\u6848\u7684\u6a94\u6848\u90fd\u653e\u5728\u8cc7\u6599\u593e\u5167\uff0c\u56e0\u6b64\u6211\u5011\u5148\u958b\u555f\u4e00\u500b\u65b0\u8cc7\u6599\u593e\uff0c\u4e26\u5728\u8cc7\u6599\u593e\u5167\u64b0\u5beb HelloWorld \u7a0b\u5f0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"882\" height=\"636\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_42.png\" alt=\"\" class=\"wp-image-20883\"\/><\/figure>\n\n\n\n<p>\u6309\u65b0\u589e\u6a94\u6848\u5716\u793a\uff0c\u5efa\u7acb\u4e00\u500b\u65b0\u6a94\u6848\u540d\u7a31\u70ba\u300cHelloworld.py\u300d\uff0c\u9019\u88e1\u8acb\u6ce8\u610f\uff0cVSCode \u5229\u7528\u526f\u6a94\u540d\u4f86\u5224\u65b7\u6a94\u6848\u5c6c\u6027\uff0c\u56e0\u6b64\u526f\u6a94\u540d\u300c.py\u300d\u4e00\u5b9a\u8981\u8a18\u5f97\u8f38\u5165\uff0c\u5426\u5247\u7121\u6cd5\u57f7\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"307\" height=\"165\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_43.png\" alt=\"\" class=\"wp-image-20884\"\/><\/figure>\n\n\n\n<p>\u7576\u6211\u5011\u5efa\u7acb\u9019\u500b\u6a94\u6848\u5f8c\uff0cVSCode \u6703\u5728\u53f3\u4e0b\u89d2\u63d0\u793a\u6211\u5011\u8981\u5b89\u88dd Python \u5ef6\u4f38\u6a21\u7d44<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"380\" height=\"158\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_44.png\" alt=\"\" class=\"wp-image-20885\"\/><\/figure>\n\n\n\n<p>\u6309\u4e0b\u5b89\u88dd\u5f8c\u5373\u53ef\u5b8c\u6210\uff0c\u6b64\u70ba\u5fae\u8edf\u6240\u63d0\u4f9b\u7684 Python \u667a\u6167\u63d0\u793a\u53ca\u9664\u932f\u5de5\u5177\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"702\" height=\"282\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_45.png\" alt=\"\" class=\"wp-image-20886\"\/><\/figure>\n\n\n\n<p><strong>3. HelloWorld.py<\/strong><\/p>\n\n\n\n<p>HelloWord.py \u7684\u7a0b\u5f0f\u5982\u4e0b\uff0c\u4e3b\u8981\u662f\u8b93\u6211\u5011\u4e86\u89e3\u57f7\u884c\u7684 Python \u7248\u672c\u662f\u5426\u6b63\u78ba<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>import sys<\/p>\n\n\n\n<p>print(sys.version)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><strong>4. \u9078\u64c7\u76f4\u8b6f\u5668<\/strong><\/p>\n\n\n\n<p>\u5728\u958b\u59cb\u57f7\u884c\u524d\uff0c\u5fc5\u9808\u9078\u64c7\u76f4\u8b6f\u5668\uff0c\u7531\u65bc RPI \u7cfb\u7d71\u5167\u6709 Py3 \u53ca Py2\uff0c\u56e0\u6b64\u57f7\u884c\u524d\u6211\u5011\u8981\u5148\u6307\u5b9a\u8981\u7528\u90a3\u4e00\u500b\u7248\u672c\uff0c\u65b9\u6cd5\u662f\u9ede\u9078\u53f3\u4e0b\u89d2\u7684 Python \u76f4\u8b6f\u5668\u9078\u64c7\uff0c\u5c31\u53ef\u4ee5\u958b\u555f\u9078\u64c7\u76f4\u8b6f\u5668\u5de5\u5177\uff0c\u8acb\u60a8\u9078\u64c7\u7b2c\u4e00\u500b Python 3.7.3 32 bit \u9019\u500b\u76f4\u8b6f\u5668\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"411\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_46.png\" alt=\"\" class=\"wp-image-20887\"\/><\/figure>\n\n\n\n<p>\u57f7\u884c\u7a0b\u5f0f\u53ef\u4ee5\u5206\u6210\u300c\u5075\u932f\u300d\uff08\u5feb\u6377\u9215F5\uff09\u6216\u300c\u57f7\u884c\u4e0d\u5075\u932f\u300d\uff08\u5feb\u6377\u9215 Ctrl-F5\uff09\uff0c\u672c\u6559\u6750\u90fd\u6703\u4ee5\u5075\u6e2c\u6a21\u5f0f\u958b\u555f\u7a0b\u5f0f\uff0c\u56e0\u6b64\u6211\u5011\u76f4\u63a5\u4f7f\u7528 F5 \u4f86\u57f7\u884c\u672c\u7a0b\u5f0f\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e00\u6b21\u57f7\u884c\u5075\u932f\u6642\uff0c\u6703\u51fa\u73fe\u4e00\u500b\u300c\u5075\u932f\u8a2d\u5b9a\u6a94\u300d\u7684\u63d0\u793a\uff0c\u4e3b\u8981\u662f VSCode \u8a62\u554f Python \u7a0b\u5f0f\u7684\u985e\u578b\uff0c\u6b64\u8655\u6211\u5011\u76f4\u63a5\u9078\u64c7\u300cPython \u6a94\u6848\u300d\u5373\u53ef\uff0c\u7b49\u7b49\u6211\u5011\u6703\u5efa\u7acb\u65b0\u7684\u300c\u5075\u932f\u8a2d\u5b9a\u6a94\u300d\uff0c\u4ee5\u5f8c\u57f7\u884c\u5c31\u4e0d\u6703\u518d\u8a62\u554f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"744\" height=\"471\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_47.png\" alt=\"\" class=\"wp-image-20888\"\/><\/figure>\n\n\n\n<p>\u57f7\u884c\u7d50\u679c\u8996\u7a97\u6703\u51fa\u73fe\u5728\u4e0b\u9762\u7684\u7d42\u7aef\u6a5f\uff0c<strong>\u53ef\u4ee5\u770b\u5230\u7248\u672c\u70ba Python3.7<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"689\" height=\"401\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_48.png\" alt=\"\" class=\"wp-image-20889\"\/><\/figure>\n\n\n\n<p><strong>\u5efa\u7acb\u5075\u6e2c\u8a2d\u5b9a\u6a94<\/strong>\uff0c\u9ede\u9078\u6bcf\u6b21\u5075\u932f\u5de6\u4e0a\u89d2\u90fd\u6703\u51fa\u73fe\u5efa\u7acb\u300cLaunch.json \u6a94\u6848\u300d\u7684\u8aaa\u660e\u6587\u5b57\uff0c\u5c31\u6703\u958b\u555f\u4e00\u500b\u8a2d\u5b9a\u6a94\uff0c\u672c\u8a2d\u5b9a\u6a94\u5176\u5be6\u7cfb\u7d71\u90fd\u5df2\u7d93\u5e6b\u6211\u5011\u586b\u59a5\uff0c\u56e0\u6b64\u53ef\u4ee5\u76f4\u63a5\u5b58\u6a94\u5f8c\u95dc\u9589\u5373\u53ef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"692\" height=\"411\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_49.png\" alt=\"\" class=\"wp-image-20890\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-5\">\u4e94\u3001OpenCV \u5b89\u88dd<\/h2>\n\n\n\n<p>OpenCV \u662f Python \u5f71\u50cf\u8fa8\u8b58\u6700\u57fa\u672c\u7684\u5de5\u5177\uff0c\u5728 Windows \u5b89\u88dd\u5f88\u7c21\u55ae\uff0c\u4f46\u662f rpi \u4e0a\u5b89\u88dd\u537b\u5f88\u9ebb\u7169\uff0c\u7b46\u8005\u627e\u5230\u4e00\u500b\u6bd4\u8f03\u5bb9\u6613\u7684\u5b89\u88dd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5b89\u88dd 4.5.1 \u7684\u7248\u672c\uff0c\u96d6\u7136\u4e0d\u662f 2022\/04 \u6700\u65b0\u7684 4.5.5 \u7248\uff0c\u4f46\u529f\u80fd\u5e7e\u4e4e\u76f8\u540c\u3002<\/p>\n\n\n\n<p>\u8acb\u958b\u555f\u65b0\u7684\u547d\u4ee4\u6a21\u5f0f\u8996\u7a97\uff0c\u4e00\u4e00\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get update &amp;&amp; sudo apt-get upgrade -y<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#adadad\" class=\"tadv-background-color\"><br><\/span><span style=\"background-color:#dadada\" class=\"tadv-background-color\">pip3 install opencv-python<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#adadad\" class=\"tadv-background-color\"><br><\/span><span style=\"background-color:#dadada\" class=\"tadv-background-color\">pip3 install opencv-contrib-python==4.5.1.48<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#adadad\" class=\"tadv-background-color\"><br><\/span><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get install libatlas-base-dev -y libjasper-dev -y libqtgui4 -y python3-pyqt5 -y libqt4-test -y libhdf5-dev -y<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#adadad\" class=\"tadv-background-color\"><br><\/span><span style=\"background-color:#dadada\" class=\"tadv-background-color\">pip3 install -U numpy #<strong>\u9019\u500bbuild\u5f88\u4e4510-15\u5206\u9418<\/strong><\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u8acb\u5728\u539f\u4f86 HelloWordl.py \u4e0b\u65b9\u52a0\u4e0a\u4ee5\u4e0b\u8a9e\u6cd5\u4e26\u57f7\u884c\u770b\u770b<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>import sys<\/p>\n\n\n\n<p>print(sys.version)<\/p>\n\n\n\n<p>import cv2<\/p>\n\n\n\n<p>print(cv2.__version__)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"689\" height=\"411\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_50-1.png\" alt=\"\" class=\"wp-image-20896\"\/><\/figure><\/div>\n\n\n<p><strong><br><\/strong>\u57f7\u884c\u7d50\u679c\u53ef\u4ee5\u770b\u5230 OpenCV \u5df2\u7d93\u5b89\u88dd\u5b8c\u7562\uff0c\u7248\u672c\u662f 4.5.1<\/p>\n\n\n\n<p>WebCam \u6e2c\u8a66\u7bc4\u4f8b\uff1a<a href=\"https:\/\/t.ly\/kdLw\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/kdLw<\/a><\/p>\n\n\n\n<!--nextpage-->\n\n\n\n<p><style> \/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/ a:link {color:#0695e4 ;} \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ a:visited {color:#0695e4 ;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/ a:hover {color:#0695e4 ;} \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/ a:active {color:#0000BB;} \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/ <\/style><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-6\">\u516d\u3001Dlib \u4eba\u81c9\u8fa8\u8b58\u5de5\u5177\u5b89\u88dd<\/h2>\n\n\n\n<p>Dlib \u4eba\u81c9\u8fa8\u8b58\u7a0b\u5f0f\u5eab\u53ef\u4ee5\u5075\u6e2c\u81c9\u90e8\uff0c\u4e26\u756b\u51fa\u81c9\u90e8\u7684 68 \u500b\u9ede\uff0c\u6211\u5011\u4e5f\u53ef\u4ee5\u5229\u7528\u9019 68 \u500b\u9ede\u9032\u884c\u7279\u5fb5\u904b\u7b97\uff0c\u6c42\u51fa\u5169\u5f35\u81c9\u7684\u7279\u5fb5\u5dee\u7570\u503c\uff0c\u8a2d\u5b9a\u9580\u6abb\u503c\u4f86\u78ba\u5b9a\u5169\u5f35\u81c9\u90e8\u662f\u5426\u76f8\u540c\uff0c\u9054\u6210\u7c21\u55ae\u7684\u81c9\u90e8\u8fa8\u8b58\u529f\u80fd\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"492\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_51-1.png\" alt=\"\" class=\"wp-image-20897\"\/><\/figure><\/div>\n\n\n<p>RPI \u6b64\u7248\u672c\u7684 dlib \u5b89\u88dd\u5f88\u7c21\u55ae<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">pip3 install dlib<\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>Dlib \u81c9\u90e8\u6a19\u793a\u7bc4\u4f8b\u7a0b\u5f0f\uff1a<\/p>\n\n\n\n<p>\u5075\u6e2c\u5668\u4e0b\u8f09\uff1a<a href=\"https:\/\/t.ly\/hA-L\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/hA-L<\/a><\/p>\n\n\n\n<p>\u7bc4\u4f8b\u7a0b\u5f0f\uff1a<a href=\"https:\/\/t.ly\/HgWG\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/HgWG<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-7\">\u4e03\u3001Tensorflow \u5b89\u88dd<\/h2>\n\n\n\n<p>\u672c\u90e8\u4efd\u53c3\u8003\u7db2\u8def Tensorflow 2.2(\u5f80\u5f8c\u7c21\u7a31 TF)\u7248\u5b89\u88dd\u7684\u6559\u5b78\uff0c\u6539\u70ba\u5b89\u88dd 2.4 \u7248\uff0c\u7531\u65bc rpi \u4e26\u6c92\u6709 GPU \u52a0\u901f\uff0c\u56e0\u6b64\u5b89\u88dd\u7684\u662f TF CPU \u7248\u672c\u3002<br>\u539f\u59cb\u53c3\u8003\u7db2\u5740\uff1a<a href=\"https:\/\/qengineering.eu\/install-tensorflow-2.2.0-on-raspberry-pi-4.html%EF%BC%88%E9%80%99%E6%98%AF2.2%EF%BC%89\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/qengineering.eu\/install-tensorflow-2.2.0-on-raspberry-pi-4.html<\/a><\/p>\n\n\n\n<p>\u95dc\u65bc\u5176\u4ed6 TF for rpi \u7248\u672c\uff0c\u53ef\u4ee5\u53c3\u8003\u7db2\u5740\uff1a<a href=\"https:\/\/github.com\/lhelontra\/tensorflow-on-arm\/releases\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/lhelontra\/tensorflow-on-arm\/releases<\/a><\/p>\n\n\n\n<p>\u8acb\u958b\u555f\u65b0\u7684\u547d\u4ee4\u6a21\u5f0f\u8996\u7a97\uff0c\u4e00\u4e00\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get update &amp;&amp; sudo apt-get upgrade -y<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get install gfortran libhdf5-dev libc-ares-dev libeigen3-dev -y libatlas-base-dev libopenblas-dev libblas-dev -y openmpi-bin libopenmpi-dev -y liblapack-dev cython -y<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo pip3 install keras_applications==1.0.8 &#8211;no-deps&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo pip3 install keras_preprocessing==1.1.0 &#8211;no-deps<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo pip3 install -U &#8211;user six wheel mock<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo -H pip3 install pybind11<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo -H pip3 install h5py==2.10.0<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo -H pip3 install &#8211;upgrade setuptools<\/span><\/p>\n\n\n\n<p># download the wheel<\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">wget https:\/\/github.com\/lhelontra\/tensorflow-on-arm\/releases\/download\/v2.4.0\/tensorflow-2.4.0-cp37-none-linux_armv7l.whl<\/span><\/p>\n\n\n\n<p># install TensorFlow<\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo -H pip3 install tensorflow-2.4.0-cp37-none-linux_armv7l.whl wrapt &#8211;upgrade<\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>\u5b89\u88dd\u904e\u7a0b\u53ef\u80fd\u6703\u6709\u4e00\u4e9b\u8b66\u544a\uff0c\u4f46\u662f\u90fd\u53ef\u4ee5\u5b8c\u6210\uff0c\u6700\u5f8c\u8acb\u5728\u539f\u4f86 HelloWordl.py \u4e0b\u65b9\u52a0\u4e0a\u4ee5\u4e0b\u8a9e\u6cd5\u4e26\u57f7\u884c\u770b\u770b<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>import sys<\/p>\n\n\n\n<p>print(sys.version)<\/p>\n\n\n\n<p>import cv2<\/p>\n\n\n\n<p>print(cv2.__version__)<\/p>\n\n\n\n<p>import tensorflow<\/p>\n\n\n\n<p>print(tensorflow.__version__)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"411\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_52-2.png\" alt=\"\" class=\"wp-image-20899\"\/><\/figure><\/div>\n\n\n<p>\u57f7\u884c\u7d50\u679c\uff0cTF 2.4 \u7248\u5df2\u7d93\u5b89\u88dd\u5b8c\u6210<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"title-8\">\u516b\u3001Mediapipe \u5b89\u88dd<\/h2>\n\n\n\n<p><a href=\"https:\/\/google.github.io\/mediapipe\/\" target=\"_blank\" rel=\"noreferrer noopener\">MediaPipe<\/a> \u662f Google \u6700\u65b0\u7684\u4eba\u9ad4\u611f\u6e2c\u5957\u4ef6\uff0c\u7d14 CPU \u65b9\u6848\u4e0d\u9808 GPU \u52a0\u901f\uff0c\u6240\u4ee5\u5f88\u9069\u5408\u6c92\u6709 GPU \u7684 RPI\uff0c\u5305\u62ec\u4eba\u81c9\u3001\u8eab\u9ad4\u3001\u624b\u6307\u7b49\u7b49\uff0c\u5b89\u88dd\u53ea\u8981\u57f7\u884c\u4ee5\u4e0b\u8a9e\u6cd5\u5373\u53ef<\/p>\n\n\n\n<p>\u8acb\u958b\u555f\u65b0\u7684\u547d\u4ee4\u6a21\u5f0f\u8996\u7a97\uff0c\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo pip3 install mediapipe-rpi4<\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>\u6700\u5f8c\u8acb\u5728\u539f\u4f86 HelloWordl.py \u4e0b\u65b9\u52a0\u4e0a\u4ee5\u4e0b\u8a9e\u6cd5\u4e26\u57f7\u884c\u770b\u770b<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>import sys<\/p>\n\n\n\n<p>print(sys.version)<\/p>\n\n\n\n<p>import cv2<\/p>\n\n\n\n<p>print(cv2.__version__)<\/p>\n\n\n\n<p>import tensorflow<\/p>\n\n\n\n<p>print(tensorflow.__version__)<\/p>\n\n\n\n<p>import mediapipe<\/p>\n\n\n\n<p>print(mediapipe.__name__)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"692\" height=\"411\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_53.png\" alt=\"\" class=\"wp-image-20900\"\/><\/figure><\/div>\n\n\n<p>\u5370\u51fa mediapipe \u540d\u7a31\uff0c\u78ba\u8a8d\u5b89\u88dd\u6b63\u78ba\uff08mediapipe \u6c92\u6709 version \u5c6c\u6027\uff09\u3002<\/p>\n\n\n\n<p>\u57fa\u790e\u624b\u90e8\u8ffd\u8e64\uff1a<a href=\"https:\/\/t.ly\/GiIS\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/GiIS<\/a><\/p>\n\n\n\n<p>\u624b\u52e2\u8fa8\u8b58\uff1a<a href=\"https:\/\/t.ly\/mA-u\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t.ly\/mA-u<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"180\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_54.png\" alt=\"\" class=\"wp-image-20901\"\/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"title-9\">\u4e5d\u3001Jupyter Notebook \u5b89\u88dd<\/h2>\n\n\n\n<p>Jupyter \u662f\u4e00\u7a2e Web \u5f62\u5f0f\u7684 Python \u958b\u767c\u5de5\u5177\uff0c\u8207 VSCode \u6700\u5927\u7684\u4e0d\u540c\u5c31\u662f\u4ed6\u5c6c\u65bc\u5340\u6bb5\u5f0f\u57f7\u884c\uff0c\u8a2d\u8a08\u5e2b\u53ef\u4ee5\u628a\u7a0b\u5f0f\u62c6\u6210\u591a\u500b\u5340\u6bb5\u5206\u958b\u57f7\u884c\uff0c\u4e0d\u7528\u50cf VSCode \u6bcf\u6b21\u57f7\u884c\u90fd\u8981\u5f9e\u7b2c\u4e00\u884c\u958b\u59cb\uff0c\u4f8b\u5982\u8aaa\uff0c\u6211\u5011\u628a\u7a0b\u5f0f\u62c6\u6210 A \u6bb5\u8207 B \u6bb5\uff0cA \u6bb5\u5148\u57f7\u884c\uff0c\u57f7\u884c\u5b8c\u6210\u5f8c\uff0c\u518d\u57f7\u884c B \u6bb5\uff0c\u4f46 B \u6bb5\u5982\u679c\u6709\u932f\u8aa4\uff0c\u53ef\u4ee5\u4fee\u6539B\u6bb5\u5f8c\u518d\u55ae\u7368\u57f7\u884c\uff0c\u4e0d\u9808\u91cd\u982d\u958b\u59cb\u3002<\/p>\n\n\n\n<p>\u4e0d\u904e Jupyter \u6c92\u6709\u300c\u6b65\u9032\u57f7\u884c\u300d\u3001\u300c\u4e2d\u65b7\u9ede\u300d\u3001\u300c\u8b8a\u6578\u76e3\u770b\u300d\u7b49\u529f\u80fd\uff0c\u9019\u5169\u500b\u529f\u80fd\u5c0d\u7b46\u8005\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u6b64\u9084\u662f\u6bd4\u8f03\u7fd2\u6163\u4f7f\u7528 VSCode \u958b\u767c\u3002<\/p>\n\n\n\n<p><strong>1. \u5b89\u88dd Jupyter<\/strong><\/p>\n\n\n\n<p>\u8acb\u958b\u555f\u65b0\u7684\u547d\u4ee4\u6a21\u5f0f\u8996\u7a97\uff0c\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get update &amp;&amp; sudo apt-get upgrade -y<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get install python3-matplotlib -y python3-scipy -y&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo pip3 install jupyter<\/span><\/p>\n\n\n\n<p>#\u5b89\u88dd\u5b8c\u7562\u5f8c\uff0c\u5229\u7528\u4ee5\u4e0b\u6307\u4ee4\u958b\u555f jupyter \u670d\u52d9<\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">jupyter-notebook<\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n\n<p>\u57f7\u884c Jupyter \u670d\u52d9\u5f8c\uff0c\u6703\u51fa\u73fe\u4ee5\u4e0b\u4e00\u884c\u7db2\u5740\uff0c\u5373\u662f Jupyter \u670d\u52d9\u7684\u7db2\u5740\uff0c\u5c07\u7db2\u5740\u8907\u88fd\u8d77\u4f86\uff0c\u8cbc\u5728 Chrome \u700f\u89bd\u5668\u5167<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"329\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_55.png\" alt=\"\" class=\"wp-image-20902\"\/><\/figure><\/div>\n\n\n<p>Jupyter \u670d\u52d9\u9996\u9801<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"436\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_56.png\" alt=\"\" class=\"wp-image-20903\"\/><\/figure><\/div>\n\n\n<p>\u6211\u5011\u53ef\u4ee5\u5efa\u7acb\u4e00\u500b\u65b0 Python \u6a94\u6848\uff0c\u4f86\u57f7\u884c\u770b\u770b\u7cfb\u7d71\u662f\u5426\u6b63\u5e38<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"696\" height=\"355\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_57.png\" alt=\"\" class=\"wp-image-20904\"\/><\/figure><\/div>\n\n\n<p>\u53ef\u4ee5\u770b\u5230\u57f7\u884c\u7248\u672c\u78ba\u8a8d\u70ba Python3.7<\/p>\n\n\n\n<p>\u5982\u679c\u51fa\u73fe<span style=\"background-color:#dadada\" class=\"tadv-background-color\"> 500 : Internal Server Error <\/span>\u6642\uff0c\u8acb\u53e6\u5916\u5b89\u88dd\u4ee5\u4e0b\u5957\u4ef6<\/p>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">pip3 install &#8211;upgrade &#8211;user nbconvert<\/span><\/p>\n\n\n\n<p>\u8981\u95dc\u9589 Jupyter \u670d\u52d9\uff0c\u5247\u662f Ctrl-C\uff0c\u518d\u6309 Y \u5373\u53ef\u95dc\u9589\u3002\u8acb\u52ff\u76f4\u63a5\u95dc\u9589\u547d\u4ee4\u8996\u7a97\uff0c\u53ef\u80fd\u6703\u5c0e\u81f4\u9023\u63a5\u57e0\u7121\u6cd5\u4f7f\u7528\u3002<\/p>\n\n\n\n<p><strong>2. \u8a2d\u5b9a Jupyter \u5bc6\u78bc\u53ca\u9060\u7aef\u767b\u5165<\/strong><\/p>\n\n\n\n<p>\u82e5\u9700\u8981\u9060\u7aef\u57f7\u884c Jupyter \u6642\uff0c\u5247\u9700\u8981\u4fee\u6539\u8a2d\u5b9a\uff0c\u8acb\u4f9d\u7167\u4ee5\u4e0b\u6b65\u9a5f<\/p>\n\n\n\n<p>A. \u8a2d\u5b9a\u767b\u5165\u5bc6\u78bc<\/p>\n\n\n\n<p>jupyter notebook password<br>\u8f38\u5165\u4f60\u60f3\u8981\u7684\u5bc6\u78bc<\/p>\n\n\n\n<p>B. \u5efa\u7acb\u8a2d\u5b9a\u6a94\uff08\u4fdd\u5b58\u5728 \/home\/pi\/.jupyter\/jupyter_notebook_config.py\uff09<\/p>\n\n\n\n<p>jupyter notebook &#8211;generate-config<\/p>\n\n\n\n<p>C. \u958b\u555f\u8a2d\u5b9a\u6a94\u6848jupyter_notebook_config.py<\/p>\n\n\n\n<p>sudo nano \/home\/pi\/.jupyter\/jupyter_notebook_config.py<\/p>\n\n\n\n<p>\u522a\u9664\u524d\u65b9\u8a3b\u89e3\u4e26\u4fee\u6539\u4ee5\u4e0b\u5167\u5bb9\uff08\u53ef\u5229\u7528 Ctrl-w \u5c0b\u627e\u95dc\u9375\u5b57\uff09<\/p>\n\n\n\n<p>c.NotebookApp.ip = &#8216;<span style=\"color:#cf2e2e\" class=\"tadv-color\">0.0.0.0<\/span>&#8216;<\/p>\n\n\n\n<p>c.NotebookApp.port = <span style=\"color:#cf2e2e\" class=\"tadv-color\">8888<\/span><\/p>\n\n\n\n<p>c.NotebookApp.open_browser = <span style=\"color:#cf2e2e\" class=\"tadv-color\">False<\/span><\/p>\n\n\n\n<p>\u4fee\u6539\u5b8c\u6210\u5f8c\uff0cCtrl-x, y, Enter\u5b58\u6a94<\/p>\n\n\n\n<p>\u4e26\u91cd\u65b0\u57f7\u884c<\/p>\n\n\n\n<p>jupyter-notebook<\/p>\n\n\n\n<p>D. \u5b8c\u6210\u5f8c\uff0c\u7528\u5176\u4ed6\u96fb\u8166\u958b\u555f http:\/\/ip:8888 \u9032\u884c\u6e2c\u8a66<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"190\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_58.png\" alt=\"\" class=\"wp-image-20905\"\/><\/figure><\/div>\n\n\n<p>\u8f38\u5165\u8a2d\u5b9a\u7684\u5bc6\u78bc\u5373\u53ef\u767b\u5165\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"510\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_59.png\" alt=\"\" class=\"wp-image-20906\"\/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"title-10\"><br>\u5341\u3001\u5b89\u88dd\u65b0\u9177\u97f3\u4e2d\u6587\u8f38\u5165\u6cd5<\/h2>\n\n\n\n<p><span style=\"background-color:#dadada\" class=\"tadv-background-color\">sudo apt-get install scim-chewing -y<\/span><\/p>\n\n\n\n<p>\u91cd\u65b0\u958b\u6a5f\u5f8c\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u9375\u76e4\u7684\u7b26\u865f<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"246\" height=\"78\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/12\/pi_60.png\" alt=\"\" class=\"wp-image-20907\"\/><\/figure><\/div>\n\n\n<p>\u4f7f\u7528 Ctrl-Space \u5207\u63db\u8f38\u5165\u6cd5<\/p>\n\n\n\n<p>\u5099\u8a3b\uff1a\u767c\u751f\u932f\u8aa4<br><span style=\"color:#cf2e2e\" class=\"tadv-color\">See apt-secure<\/span>(<span style=\"color:#cf2e2e\" class=\"tadv-color\">8<\/span>) <span style=\"color:#cf2e2e\" class=\"tadv-color\">manpage<\/span> for repository creation and user configuration <span style=\"color:#cf2e2e\" class=\"tadv-color\">details<\/span>.<\/p>\n\n\n\n<p>\u89e3\u6c7a\u65b9\u5f0f\uff1a\u8a3b\u89e3\/etc\/apt\/sources.list\u5167\u7684\u6240\u6709\u5167\u5bb9<\/p>\n\n\n\n<p>sudo nano \/etc\/apt\/sources.list<\/p>\n\n\n\n<p>\u5728\u6240\u6709\u884c\u6578\u524d\u65b9\u52a0\u5165#<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\">\n<p><strong>\u672c\u7bc7\u6587\u7ae0\u7d93\u539f\u4f5c\u8005<strong>\u591c\u5e02\u5c0f\u9738\u738b<\/strong>\u6388\u6b0a\u8f49\u8f09\uff0c\u539f\u6587\u520a\u767b\u65bc\u300c<strong><a href=\"https:\/\/user113160.psee.io\/4b7ncp\" target=\"_blank\" rel=\"noreferrer noopener\">\u6a39\u8393\u6d3e\u5165\u9580\u6559\u6750<\/a><\/strong>\u300d\u7db2\u7ad9<\/strong><\/p>\n<cite>\u5f8c\u7e8c\u76f8\u95dc\u66f4\u65b0\u5167\u5bb9\u8acb\u8a73\u898b\u539f\u6587<\/cite><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u7bc7\u6587\u7ae0\u5305\u542bRaspberry Pi\u6a39\u8393\u6d3e\u7684\u7cfb\u7d71\u88fd\u4f5c\u3001\u7cfb\u7d71\u5b89\u88dd\u53ca\u57fa\u672c\u8a2d\u5b9a\u3001MobaXterm\u9060\u7aef\u63a7\u5236\u5de5\u5177\u3001Python \u958b\u767c\u5de5\u5177\u5b89\u88dd\u3001OpenCV\u5b89\u88dd\u3001Dlib\u4eba\u81c9\u8fa8\u8b58\u5de5\u5177\u5b89\u88dd\u3001Tensorflow \u5b89\u88dd\u3001Mediapipe \u5b89\u88dd\u3001Jupyter Notebook\u5b89\u88dd\u3001\u5b89\u88dd\u4e2d\u6587\u8f38\u5165\u6cd5\uff0c\u901a\u901a\u90fd\u8207\u4f60\u5206\u4eab\uff01<\/p>\n","protected":false},"author":1,"featured_media":16945,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[112],"tags":[],"table_tags":[],"_links":{"self":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/16943"}],"collection":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/comments?post=16943"}],"version-history":[{"count":15,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/16943\/revisions"}],"predecessor-version":[{"id":20908,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/16943\/revisions\/20908"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media\/16945"}],"wp:attachment":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media?parent=16943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/categories?post=16943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/tags?post=16943"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/table_tags?post=16943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}