{"id":11457,"date":"2021-06-23T17:30:00","date_gmt":"2021-06-23T09:30:00","guid":{"rendered":"http:\/\/www.circuspi.com\/?p=11457"},"modified":"2022-08-26T15:58:50","modified_gmt":"2022-08-26T07:58:50","slug":"ai-mediapipe-unit1","status":"publish","type":"post","link":"https:\/\/www.circuspi.com\/index.php\/2021\/06\/23\/ai-mediapipe-unit1\/","title":{"rendered":"\u4e00\u8d77\u5b78AI\uff01MediaPipe \u61c9\u7528\u6559\u5b78-\u55ae\u5143(\u4e00)\u74b0\u5883\u8a2d\u5b9a"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3001\" height=\"1581\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2021\/06\/C_01.jpg\" alt=\"\" class=\"wp-image-11857\"\/><\/figure>\n\n\n\n<p><style>\n\/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/\n\na:link {color:#0695e4\n;}    \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\na:visited {color:#0695e4\n;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/\na:hover {color:#0695e4\n;}   \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/\na:active {color:#0000BB;}  \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\n<\/style><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u7c21\u4ecb<\/h2>\n\n\n\n<p>\u300c<strong>Live ML anywhere<\/strong>\u300d\uff0c\u4e00\u9032\u5165\u5230<a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/google.github.io\/mediapipe\/\" target=\"_blank\">MediaPipe <\/a>\u4ecb\u7d39\u7db2\u9801\u5c31\u80fd\u770b\u5230\u9019\u884c\u7d9c\u89c0\u5168\u6587\u7684\u6a19\u8a9e\uff0c\u6c92\u932f\uff01MediaPipe \u662fGoogle\u65bc2019\u5e74\u767c\u8868\u7684\u958b\u6e90\u5c08\u6848\uff0c\u6b64\u5c08\u6848\u91dd\u5c0d\u96fb\u8166\u8996\u89ba(Computer vision)\u63d0\u4f9b\u4e86\u8de8\u5e73\u53f0\u7684\u76f8\u95dc\u61c9\u7528\u3002\u4e0d\u8ad6\u60a8\u662f\u4f7f\u7528C++ \u4f5c\u70ba\u4e3b\u8981\u7684\u958b\u767c\u8a9e\u8a00\uff0c\u6216\u662f\u64b0\u5beb\u524d\u7aef\u7db2\u9801\u7684\u5de5\u7a0b\u5e2b\uff0c\u53c8\u6216\u662f\u64c5\u9577\u7528<a rel=\"noreferrer noopener\" aria-label=\"Python (opens in a new tab)\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a>\u8655\u7406\u8cc7\u6599\u7684\u9ad8\u624b\uff0c\u90fd\u80fd\u4f9d\u7167\u81ea\u5df1\u559c\u6b61\u7684\u8a9e\u8a00\uff0c\u627e\u5230\u5c0d\u61c9\u7684\u65b9\u6cd5\u9ad4\u9a57\u8207\u4f7f\u7528\u9019\u5f37\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u7a0b\u5f0f\u5eab\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u652f\u63f4\u7684\u8a9e\u8a00\u8207\u529f\u80fd<\/h2>\n\n\n\n<p>\u900f\u904e\u4e0b\u8868\u6211\u5011\u53ef\u4ee5\u627e\u5230\u6bcf\u500b\u8a9e\u8a00\u8207\u5e73\u53f0\u652f\u63f4\u7684\u529f\u80fd\uff0c\u50cf\u662f\u624b\u6a5f\u7aef\u652f\u63f4\u6700\u591a\u529f\u80fd\u7684\u662f<a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/android\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Android (opens in a new tab)\">Android<\/a>\uff0c\u800c\u4f7f\u7528C++\u8a9e\u8a00\u958b\u767c\u7684\u4f7f\u7528\u8005\u80fd\u9ad4\u9a57\u5230\u8f03\u591a\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table aligncenter is-style-stripes\"><table class=\"\"><tbody><tr><td><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/android\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>Android<\/strong><\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/ios\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>iOS<\/strong><\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/cpp\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>C++<\/strong><\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/python\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>Python<\/strong><\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/javascript\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>JS<\/strong><\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/github.com\/google\/mediapipe\/tree\/master\/mediapipe\/examples\/coral\/README.md\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>Coral<\/strong><\/a><\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/face_detection\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Face Detection<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/face_mesh\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Face Mesh<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/iris\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Iris<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/hands\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Hands<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/pose\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Pose<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/holistic\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Holistic<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/hair_segmentation\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Hair Segmentation<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/object_detection\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Object Detection<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/box_tracking\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Box Tracking<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/instant_motion_tracking\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Instant Motion Tracking<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/objectron\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Objectron<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/knift\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">KNIFT<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/autoflip\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">AutoFlip<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/media_sequence\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">MediaSequence<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2705<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;<\/td><\/tr><tr><td><a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/youtube_8m\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">YouTube 8M<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><td class=\"has-text-align-center\" data-align=\"center\"><br><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u61c9\u7528\u6559\u5b78\u7cfb\u5217\u6211\u5011\u5c07\u63a1\u7528<a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a>\u9019\u500b\u7a0b\u5f0f\u8a9e\u8a00\u4f86\u57f7\u884c\u5404\u500b\u529f\u80fd\uff0c\u90a3\u70ba\u4ec0\u9ebc\u4e0d\u662f\u4f7f\u7528\u652f\u63f4\u6700\u591a\u9805\u76ee\u7684C++\u5462\uff1f\u56e0\u70ba\u5728\u96fb\u8166\u8996\u89ba\u7684\u9818\u57df\u88e1\uff0c\u652f\u63f4\u6700\u591a\u61c9\u7528\u6846\u67b6\u8207\u793e\u7fa4\u7684\u6b63\u662f <a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a>\u3002\u5176\u8655\u7406\u5f71\u50cf\u7684\u6559\u5b78\u5167\u5bb9\u4e5f\u8f03\u5176\u4ed6\u8a9e\u8a00\u4f86\u7684\u591a\uff0c\u91cd\u9ede\u662f\u7a0b\u5f0f\u78bc\u7c21\u6f54\u3001\u908f\u8f2f\u6613\u61c2\uff0c\u76f8\u7576\u9069\u5408\u521d\u5165\u9580\u7684\u4f7f\u7528\u8005\u5b78\u7fd2\uff0c\u53ef\u4ee5\u5f88\u5feb\u5730\u627e\u5230\u554f\u984c\u7684\u7b54\u6848\u3002\u5c0d\u65bc\u5df2\u7d93\u6709\u4e00\u5b9a\u4e86\u89e3\u7684\u4f7f\u7528\u8005\uff0c\u591a\u534a\u4e5f\u662f\u7528 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a>\u5728\u8457\u540d\u7684\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6<a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.tensorflow.org\/?hl=zh-tw\" target=\"_blank\">Tensorflow<\/a> \u6216<a href=\"https:\/\/pytorch.org\/\">Pytorch<\/a> \u4e0a\uff0c\u5275\u9020\u81ea\u5df1\u7684\u8fa8\u8b58\u6a21\u578b\u3002\u57fa\u65bc\u4e0a\u8ff0\u539f\u56e0\uff0c\u5c31\u8b93\u6211\u5011\u4f7f\u7528 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a>\u4f86\u9032\u884c <a rel=\"noreferrer noopener\" href=\"https:\/\/google.github.io\/mediapipe\/\" target=\"_blank\">MediaPipe<\/a>\u7684\u5404\u9805\u529f\u80fd\u5427\uff01<br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5b89\u88dd\u57f7\u884c\u74b0\u5883<\/h2>\n\n\n\n<p>\u5982\u679c\u60a8\u662f\u6709\u7528\u904e<a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a> \u7684\u4f7f\u7528\u8005\uff0c\u4e5f\u6709\u7528\u904epip\u5b89\u88dd\u904e\u5957\u4ef6\uff0c\u53ef\u4ee5\u53c3\u8003\u5b98\u65b9\u7684\u5b89\u88dd\u8aaa\u660e\uff0c\u6216\u4f9d\u7167\u81ea\u5df1\u7fd2\u6163\u7684\u65b9\u5f0f\u5b89\u88ddMediaPipe\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/google.github.io\/mediapipe\/getting_started\/python.html#ready-to-use-python-solutions\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\"><strong>\u5b98\u65b9\u6559\u5b78\u9023\u7d50<\/strong><\/a><\/p>\n\n\n\n<p>\u60a8\u82e5\u662f\u521d\u5b78\u8005\u6216\u4e0d\u662f\u90a3\u9ebc\u719f\u7684<a rel=\"noreferrer noopener\" href=\"https:\/\/www.python.org\/\" target=\"_blank\">Python<\/a> \u4f7f\u7528\u8005\uff0c\u53ef\u4ee5\u53c3\u7167\u63a5\u4e0b\u4f86\u7684\u6559\u5b78\u3002<\/p>\n\n\n\n<p>\u5c0f\u7de8\u5f37\u70c8\u5efa\u8b70\u60a8\u4f7f\u7528<a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\" target=\"_blank\">Miniconda<\/a>\u4f86\u5efa\u69cb\u60a8\u7684\u74b0\u5883\uff0cMiniconda\u53ef\u4ee5\u5efa\u69cb\u865b\u64ec\u74b0\u5883\uff0c\u6bcf\u500b\u865b\u64ec\u74b0\u5883\u5404\u81ea\u7368\u7acb\u3002\u5728\u57f7\u884c\u6bcf\u9805\u5c08\u6848\u7684\u904e\u7a0b\u4e2d\uff0c\u5f80\u5f80\u6703\u6709\u5957\u4ef6\u8207\u5957\u4ef6\u4e4b\u9593\u7248\u672c\u76f8\u5bb9\u7684\u554f\u984c\u3002\u4f8b\u5982A\u5c08\u6848\u8207B\u5c08\u6848\u5171\u540c\u4f7f\u7528\u4e86\u4e00\u500b\u5957\u4ef6\u540d\u70ba<a href=\"https:\/\/numpy.org\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"numpy (opens in a new tab)\">numpy<\/a>\uff0cA\u5c08\u6848\u53ea\u80fd\u4f7f\u75281.6\u4ee5\u4e0b\u7684\u7248\u672c\uff0c\u800cB\u5c08\u6848\u5247\u9700\u8981\u8f03\u65b0\u7684\u7248\u672c\uff0c\u5018\u82e5\u7528\u540c\u4e00\u500b\u74b0\u5883\u57f7\u884c\uff0c\u5c31\u6703\u6709\u64c7\u4e00\u7684\u554f\u984c\u3002\u9019\u6642\u5019\u82e5\u662fA\u5c08\u6848\u3001B\u5c08\u6848\u5404\u81ea\u6709\u7368\u7acb\u7684\u74b0\u5883\uff0c\u662f\u4e0d\u662f\u5c31\u80fd\u89e3\u6c7a\u9019\u500b\u554f\u984c\u5462\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e0b\u8f09Miniconda<\/h3>\n\n\n\n<p>\u9032\u5165<a rel=\"noreferrer noopener\" aria-label=\"Miniconda\u4e0b\u8f09 (opens in a new tab)\" href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\" target=\"_blank\">Miniconda\u4e0b\u8f09<\/a>\u9801\u9762\uff0c\u4f9d\u7167\u81ea\u5df1\u7684\u4f5c\u696d\u7cfb\u7d71\u4e0b\u8f09\u5c0d\u61c9\u7684\u8edf\u9ad4\uff0cPython\u7248\u672c\u7684\u90e8\u4efd\u5efa\u8b70\u4f7f\u7528Python 3.X\uff0c\u56e0\u70baPython 2\u5df2\u7d93\u4e0d\u652f\u63f4\u66f4\u65b0\u4e86\u3002<\/p>\n\n\n\n<p>\u5c0f\u7de8\u7684\u96fb\u8166\u662f64\u4f4d\u5143\u7684Windows\u96fb\u8166\uff0cPython\u7248\u672c\u9078\u64c73.8\uff0c\u6240\u4ee5\u9078\u64c7Python 3.8\u5f8c\u9762\u7684Miniconda3 Windows 64-bit\u4e0b\u8f09\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/fPJLD_uxnDaZUVZQAurFZK5MBBK8YNw89NOZP7XviyAyiRzKBXv9qp2POlcbcqe8sUlinHvla0gdNNVFxMV2Y98_QiAJ4sBs-wVpIaeQXBD6dOI1HYXS3z1K9aa0IrZf9F0ix_HT\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5b89\u88ddMiniconda<\/h3>\n\n\n\n<p>\u4e0b\u8f09\u5b8c\u7562\u5f8c\u5b89\u88dd\uff0c\u9019\u908a\u4e5f\u4ee5Windows\u4f5c\u70ba\u793a\u7bc4\uff0c\u57fa\u672c\u4e0a\u5b89\u88dd\u90fd\u662f\u76f4\u63a5\u6309\u4e0b\u4e00\u6b65\u5373\u53ef\uff0c\u9664\u4e86\u9047\u5230\u4e0b\u5716\u7684\u90e8\u4efd\uff0c\u8acb\u52fe\u9078\u85cd\u6846\u7684\u9078\u9805\uff0c\u5c07\u5176\u52a0\u5165\u7cfb\u7d71\u7684\u74b0\u5883\u8b8a\u6578\u4e2d\uff0c\u4e4b\u5f8c\u5c31\u72c2\u6309\u4e0b\u4e00\u6b65\u5b8c\u6210\u5b89\u88dd\u5427\uff01<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/SrnF-_bw-NoWN7TX8sUA2Cwn26KGSPNutjY8m7g_2mKIZG3mQBRKr7fxwK-gWtdv3bzevrnjk89Xh-DFr1vfTMRL4746BnAQ6bBm-eAxMnyrQsY6Ne__zbGEzPkGYaB9v-TCVFCW\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u5b89\u88dd\u5b8c\u7562\u5f8c\u65bc\u96fb\u8166\u7684\u641c\u5c0b\u4e0a\u8f38\u5165\u300c<strong>miniconda<\/strong>\u300d\uff0c\u5c31\u80fd\u627e\u5230\u5b89\u88dd\u597d\u7684\u8edf\u9ad4\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/lbMlJPgiF-GikwjTiNxuxd2IOrvaHZePYaBGwqIGaM4q-8gKkEV8yOkLhqpGtXnO3F5iKa0Nnvnz5z6shGQwgQ_Bm4XO6i7ygT3dBGIAxaX_hj3E0v-JHGGrN8zowYHBabFzflp9\" alt=\"\" width=\"826\" height=\"716\"\/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u8a2d\u5b9a\u57f7\u884c\u74b0\u5883<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5275\u5efa\u865b\u64ec\u74b0\u5883<\/h3>\n\n\n\n<p>\u958b\u555f\u300c<strong>Anaconda Prompt (Miniconda3)<\/strong>\u300d\uff0c\u9019\u662f\u4e00\u500b\u7d42\u7aef\u6a5f\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u6211\u5011\u6703\u5728\u9019\u500b\u7d42\u7aef\u6a5f\u4e0a\u8f38\u5165\u6307\u4ee4\u4f86\u5275\u5efa\u865b\u64ec\u74b0\u5883\u8207\u555f\u52d5\u865b\u64ec\u74b0\u5883\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/RtxmJTrmK6HBSVi_is8d8qRWiMeri-WdS1Gwhs6JmC4-4wbiNX9Uq-FbSGOh_dSYkeEHr6UlUJ2I2edfnvaNMBZsHiai8CSt41LD-BWnnmF1JFXpAaSXuV8GbAsTG8YNUeRf-hjY\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u63a5\u8457\u6211\u5011\u4f86\u5275\u5efa\u4e00\u500b\u865b\u64ec\u7684\u74b0\u5883\uff0c\u5275\u5efa\u865b\u64ec\u6307\u4ee4\u7684\u898f\u5247\u5982\u4e0b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/b7yEBKSPeB7MtoeeouAceDeArfVZym84fTNh-Q29taqI4f52TVeAVfGwonJoLr__GpZBG_zguv1O6a7nZ7gQCrV8QptJM2YHGG9_e2-KcoHXkfHO4Ve4XOY4YgUeT6aCpKr6dNph\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>A. \u547c\u53eb\u300c<strong>conda<\/strong>\u300d\u6307\u4ee4\u4f86\u57f7\u884c\u8207conda\u74b0\u5883\u6709\u95dc\u7684\u529f\u80fd\uff0c\u5f8c\u7e8c\u7684\u6307\u4ee4\u78bc\u9808\u4ee5\u7a7a\u683c\u9694\u958b\u3002<\/p>\n\n\n\n<p>B. \u5728conda\u529f\u80fd\u5167\u6709\u4e0d\u5c11\u6307\u4ee4\uff0c\u5176\u4e2d\u300c<strong>create<\/strong>\u300d\u8868\u793a\u8981\u5275\u5efa\u4e00\u500b\u865b\u64ec\u74b0\u5883\u3002<\/p>\n\n\n\n<p>C. \u6bcf\u500b\u6307\u4ee4\u529f\u80fd\u6709\u8457\u9700\u8981\u586b\u5165\u7684\u53c3\u6578\uff0c\u50cf\u662f\u5275\u5efa\u4e00\u500b\u865b\u64ec\u74b0\u5883\uff0c\u60a8\u9700\u8981\u70ba\u9019\u500b\u74b0\u5883\u547d\u540d\uff0c\u4ee5\u4fbf\u4e4b\u5f8c\u80fd\u4f9d\u7167\u540d\u7a31\u547c\u53eb\u5b83\uff0c\u300c<strong>-n<\/strong>\u300d\u5c31\u662f\u544a\u8a34create\u6307\u4ee4\u5f8c\u65b9\u7684\u82f1\u6587\u662f\u8a72\u865b\u64ec\u74b0\u5883\u7684\u540d\u7a31\u3002<\/p>\n\n\n\n<p>D. \u9019\u6bb5\u6587\u5b57\u5c31\u662f\u865b\u64ec\u74b0\u5883\u7684\u540d\u7a31\uff0c\u60a8\u53ef\u4ee5\u4f9d\u7167\u559c\u597d\u547d\u540d\uff0c\u9019\u908a\u4ee5\u300c<strong>mediapipe<\/strong>\u300d\u4f5c\u70ba\u793a\u7bc4\u540d\u7a31\u3002<\/p>\n\n\n\n<p>E. \u60a8\u53ef\u4ee5\u81ea\u7531\u7684\u8abf\u6574\u865b\u64ec\u74b0\u5883\u5167Python\u7684\u7248\u672c\uff0c\u53ea\u8981\u4e0d\u8981\u8d85\u904e\u5b89\u88ddMiniconda\u8edf\u9ad4\u6642\u9078\u7684\u7248\u672c\uff0c\u57fa\u672c\u4e0a\u90fd\u7d66\u904e\uff0c\u9019\u908a\u9078\u64c73.8\uff0c\u82e5\u60f3\u4f7f\u7528\u5176\u4ed6\u7248\u672c\uff0c\u53ef\u65bc\u300c<strong>=<\/strong>\u300d\u7b26\u865f\u5f8c\u65b9\u81ea\u884c\u8f38\u5165\u7248\u672c\u865f\u3002<\/p>\n\n\n\n<p>\u8acb\u65bc\u7d42\u7aef\u6a5f\u8f38\u5165\u4e0a\u8ff0\u6307\u4ee4\uff0c\u4e26\u6309\u4e0b\u300c<strong>Enter<\/strong>\u300d\u57f7\u884c\u9019\u884c\u5275\u5efaPython\u7248\u672c3.8\uff0c\u540d\u7a31\u70bamediapipe\u7684\u865b\u64ec\u74b0\u5883\u6307\u4ee4\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/A_raVSplsb08S_1GJ9YZ-GWPHWHUDlG4bHhGegeQ4_E93_4bt9UcDp2Y45IzGvbthi_1ZPne64zpFSdW1sIfdFawUFNZIMbi-SMsMLXtO55RczJU-ff73PMJbbTGIMljN2hIZDX6\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u63a5\u8457\u7cfb\u7d71\u6703\u8aaa\u5275\u5efa\u9019\u500b\u74b0\u5883\u9700\u8981\u9806\u4fbf\u5b89\u88dd\u4e00\u4e9b\u76f8\u4f9d\u7684\u8edf\u9ad4\uff0c\u4e26\u8981\u6c42\u60a8\u7684\u540c\u610f\uff0c\u8acb\u8f38\u5165\u300c<strong>y<\/strong>\u300d\uff0c\u8f38\u5165<strong>\u5c0f\u5beb\u7684y<\/strong>\u5f8c\u4e26\u6309\u4e0b\u300c<strong>Enter<\/strong>\u300d\u540c\u610f\u5b89\u88dd\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/zd8A1ZUrSk6mEnuYfnnL79GWq3-t8KQZKdmI7EDNLNz6kYUsVeU4SqGWkb6Ccs4PzYlGkaaSN4qmA3JKFkOi2fpTtL6uj_vBp0A1ceY2zENq9QgtEoRSWAJA4xuTd9HCTcXbPt7S\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u5b89\u88dd\u904e\u7a0b\u4e2d\u6703\u908a\u4e0b\u8f09\u76f8\u95dc\u5957\u4ef6\u908a\u5b89\u88dd\uff0c\u6240\u4ee5\u9700\u8981\u4e00\u9ede\u6642\u9593\uff0c\u5b89\u88dd\u5b8c\u6210\u5f8c\u6703\u8df3\u51fa\u63d0\u793a\u8996\u7a97\uff0c\u5982\u4e0b\u5716\u6240\u793a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/6To7uDSSllJbOhuTotebE5iUJhXde083DUqkw6lTuRXGQiHgiM-S-KAj3K7HryLfhY2d01fNRX87ugBi3gw_HA4W1co4pc8W4YHhFBUPMYn-MIZUQkIIyMWN-f8GKg7EbflfzKf6\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u555f\u52d5\u865b\u64ec\u74b0\u5883\u8207\u8df3\u51fa\u865b\u64ec\u74b0\u5883\u8aaa\u660e<\/h3>\n\n\n\n<p>\u4e0a\u4e00\u5f35\u5716\u5167\u7684\u9ec3\u6846\u63d0\u793a\u4e86\u555f\u52d5\u8207\u95dc\u9589\u865b\u64ec\u74b0\u5883\u6240\u8981\u8f38\u5165\u7684\u6307\u4ee4\uff0c\u82e5\u662f\u60f3\u555f\u52d5\u67d0\u500b\u865b\u64ec\u74b0\u5883\uff0c\u9700\u8981\u4f7f\u7528\u300c<strong>activate<\/strong>\u300d\uff0c\u8df3\u51fa\u5247\u7528\u300c<strong>deactivate<\/strong>\u300d\uff0c\u8a73\u7d30\u8aaa\u660e\u5982\u4e0b\u5716\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/pgSAhSI3h-P_qmjozuBWTEgiDvA1XVE1x6nLcDPqn2YfwjJgFxNWzE96n793IBSx2dKTtx3ySP9sQ5uY9FVo-WzG6_Jouaa9VU8zEuCVQTsvc4Kekg7GITgZvH144XMNpgXsxRpt\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>A. \u57f7\u884cconda\u76f8\u95dc\u6307\u4ee4\u5fc5\u8981\u7684\u8d77\u624b\u5f0f\u3002<\/p>\n\n\n\n<p>B. \u4f9d\u7167\u60f3\u8981\u555f\u52d5\u6216\u662f\u8df3\u51fa\u865b\u64ec\u74b0\u5883\u9078\u64c7\u300c<strong>activate<\/strong>\u300d\u6216\u300c<strong>deactivate<\/strong>\u300d\u3002<\/p>\n\n\n\n<p>C. \u82e5\u662f\u8981\u555f\u52d5\u865b\u64ec\u74b0\u5883\uff0c\u9700\u8981\u518d\u6307\u5b9a\u300c<strong>\u865b\u64ec\u74b0\u5883\u7684\u540d\u7a31<\/strong>\u300d\uff0c\u82e5\u662f\u8df3\u51fa\u5247\u4e0d\u7528\u52a0\u4e0a\u865b\u64ec\u74b0\u5883\u540d\u7a31\u3002<\/p>\n\n\n\n<p>\u8acb\u8f38\u5165\u555f\u52d5\u865b\u64ec\u74b0\u5883\u7684\u6307\u4ee4\uff0c\u82e5\u662f\u60a8\u6709\u8a2d\u5b9a\u4e0d\u540c\u7684\u540d\u7a31\uff0c\u8acb\u4ee5\u81ea\u5df1\u7684\u540d\u7a31\u70ba\u4e3b\u3002\u4ee5\u4e0b\u793a\u7bc4\u7684\u865b\u64ec\u74b0\u5883\u540d\u7a31\u70ba\u300c<strong>mediapipe<\/strong>\u300d\uff0c\u6307\u4ee4\u8f38\u5165\u5b8c\u7562\u5f8c\u8acb\u6309\u4e0b\u300c<strong>Enter<\/strong>\u300d\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/gupt9i16jJcPb87hm0eL4ToSEYfTAkLNFNboZdoySTOyxEewa6dEXOy-ML6EFWbWRdx-UtUMrswo0fxZ8QxUKzyXBmOLsZ1BPLJLpCMVINaM1ThqPRN3IvxOtTGIHsXl_I0XuZXk\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u555f\u52d5\u865b\u64ec\u74b0\u5883\u5f8c\uff0c\u53ef\u4ee5\u770b\u5230\u8f38\u5165\u6307\u4ee4\u7684\u90a3\u4e00\u884c\u958b\u982d\u5f9e <strong>(base)<\/strong>\u8b8a\u6210<strong> (mediapipe)<\/strong>\uff0c\u6216\u662f\u8b8a\u6210\u60a8\u8a2d\u5b9a\u7684\u865b\u64ec\u74b0\u5883\u540d\u7a31\u3002\u9019\u8868\u793a\u73fe\u5728\u6240\u8655\u7684\u662f\u60a8\u81ea\u5df1\u8a2d\u5b9a\u7684\u865b\u64ec\u74b0\u5883\uff0c\u4efb\u4f55\u5728\u4e4b\u5f8c\u8f38\u5165\u7684\u5b89\u88dd\u6307\u4ee4\u6216\u8b8a\u66f4\u52d5\u4f5c\uff0c\u90fd\u4e0d\u6703\u5f71\u97ff\u5230\u539f\u4f86\u7684\u74b0\u5883 <strong>(base)<\/strong>\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/XcmEqp5qB3OaynMsInkOyjgjaxZ78YtVBcP2V0LT2lAuT4pNOO_CDSO6G6HwNYZRBMeUH747KvkKauV571eG4GLdbWGk5gZZJ7IDsN01OGfTEiPk37VQtusc6G5e0_UcyEMae1Hv\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u5f80\u5f8c\u958b\u555f\u300c<strong>Anaconda Prompt (Miniconda3)<\/strong>\u300d\u5f8c\uff0c\u90fd\u8981\u8a18\u5f97\u5148\u4e0b\u300c<strong>conda activate \u865b\u64ec\u74b0\u5883\u540d\u7a31<\/strong>\u300d\u6307\u4ee4\u9032\u5165\u865b\u64ec\u74b0\u5883\uff0c\u82e5\u60f3\u96e2\u958b\u76ee\u524d\u7684\u865b\u64ec\u74b0\u5883\u53ef\u4ee5\u4f7f\u7528\u300c<strong>conda deactivate<\/strong>\u300d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5b89\u88ddMediaPipe<\/h3>\n\n\n\n<p>\u78ba\u8a8d\u9032\u5165\u865b\u64ec\u74b0\u5883\u5f8c\uff0c\u5c31\u53ef\u4ee5\u958b\u59cb\u5b89\u88ddMediaPipe\uff0c\u8acb\u8f38\u5165\u5982\u4e0b\u5716\u6307\u4ee4\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/2m8NYtpoZSSt6WUV94f2Swehb8hGAOPQUB-qsyLsJnlSAtkON59UihT1Ew6cAcGcp2YJTbaBxbtVyrJnAA1MhkN1YqHFPBB5RLkMc4okbp1gfx_BU-QWdpWG9tWWhl52Ph9FxLWf\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>A. \u300c<strong>pip<\/strong>\u300d\u662f\u4e00\u500bPython\u7684\u5957\u4ef6\u7ba1\u7406\u5de5\u5177\uff0c\u5728\u5275\u5efa\u865b\u64ec\u74b0\u5883\u7684\u6642\u5019\u6709\u5b89\u88dd\u4e00\u4e9b\u76f8\u4f9d\u7684\u8edf\u9ad4\uff0cpip\u5c31\u662f\u5176\u4e2d\u4e00\u500b\u3002\u6211\u5011\u5c07\u900f\u904epip\u9019\u500b\u5de5\u5177\u5f9e\u7db2\u8def\u4e0a\u4e0b\u8f09mediapipe\u3002<\/p>\n\n\n\n<p>B. \u300c<strong>install<\/strong>\u300d\u662fpip\u7684\u5b89\u88dd\u6307\u4ee4\uff0c\u7576\u60a8\u8f38\u5165\u300c<strong>pip install \u8981\u4e0b\u8f09\u7684\u8edf\u9ad4\u540d\u7a31<\/strong>\u300d\u6642\uff0cpip\u6703\u5230\u7db2\u8def\u4e0a\u7684<a href=\"https:\/\/pypi.org\/\">\u6307\u5b9a\u4f4d\u7f6e<\/a>\u5c0b\u627e\u8edf\u9ad4\u4e26\u5b89\u88dd\u3002<\/p>\n\n\n\n<p>C. \u60f3\u8981\u4e0b\u8f09\u5b89\u88dd\u7684\u8edf\u9ad4\u540d\u7a31\u3002<\/p>\n\n\n\n<p>\u8f38\u5165\u6307\u4ee4\u4e4b\u5f8c\u8acb\u6309\u4e0b\u300c<strong>Enter<\/strong>\u300d\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/OQ42YOb2qiiHGHcNlQ9IRUOLF82DTFbjODqGm7ox6xgIGtZQpfKffJPrIVgIkGbSdVc5u34ezpqVszSHQ6bJuheejNhYS7VK9-3ZcKRAlfRri69BS_E3ULpzW89LRRmrTg0G0Avj\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u4f7f\u7528MediaPipe\u7684\u529f\u80fd\u6709\u9700\u8981\u7528\u5230\u5176\u4ed6\u5957\u4ef6\uff0c\u5b89\u88ddMediaPipe\u7684\u904e\u7a0b\u4e2d\uff0cpip\u4e5f\u6703\u53bb\u4e0b\u8f09\u5176\u4ed6\u76f8\u4f9d\u7684\u5957\u4ef6\uff0c\u5b8c\u6210\u5f8c\u5982\u4e0b\u5716\u6240\u793a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/CvUklWziiC5JDIOmC0c4t8YHasx423JHBjTJOZXkm1gsTkrLlvsCTfaTucVcwPfJ3r-fmYDCVe3-nmUv61dgh6FLWXqVozDb5ZlH8ez2QBvUKEi0HJn6i2ThxZOT_Rw8qlX_-uhq\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7d50\u8a9e<\/h2>\n\n\n\n<p>\u57f7\u884c\u5b8c\u4e0a\u8ff0\u52d5\u4f5c\u5f8c\uff0c\u5373\u5b8c\u6210\u4e86\u74b0\u5883\u7684\u5efa\u7f6e\u3002\u5728\u525b\u525b\u4e00\u7cfb\u5217\u7684\u5b89\u88dd\u904e\u7a0b\u7576\u4e2d\u96d6\u7136\u7e41\u7463\uff0c\u4f46\u6211\u5011\u6703\u767c\u73fe\u5b89\u88dd\u5957\u4ef6\u7684\u6642\u5019\uff0c\u4e0d\u4e00\u5b9a\u53ea\u6703\u5b89\u88dd\u55ae\u7368\u7684\u5957\u4ef6\uff0c\u82e5\u662f\u50cfMediaPipe\u9019\u7a2e\u6709\u9700\u8981\u5176\u4ed6\u5957\u4ef6\u4f86\u5354\u52a9\u7684\u5927\u578b\u5957\u4ef6\uff0c\u901a\u5e38\u5c31\u6703\u5b89\u88dd\u4e00\u4e9b\u9644\u5e36\u7684\u5957\u4ef6\u3002\u5c31\u50cf\u5b89\u88ddMiniconda\u6642\u6240\u63cf\u8ff0\u7684\uff0c\u82e5\u662f\u5927\u5957\u4ef6\uff21\u9644\u5e36\u7684\u5c0f\u5957\u4ef6\u7248\u672c\u8207\u53e6\u4e00\u500bB\u5957\u4ef6\u885d\u7a81\u7684\u8a71\uff0c\u90a3\u5c31\u6c92\u6232\u5531\u4e86\uff0c\u6240\u4ee5\u865b\u64ec\u74b0\u5883\u771f\u7684\u662f\u4e0d\u932f\u7684\u9078\u64c7\u3002<\/p>\n\n\n\n<p>\u95dc\u65bc\u865b\u64ec\u74b0\u5883\u7684\u76f8\u95dc\u6307\u4ee4\uff0c\u53ef\u4ee5\u67e5\u770b<a href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Miniconda<\/a>\u7684\u5b98\u65b9\u7db2\u7ad9\uff0c\u5176\u5be6\u9084\u6709\u4e0d\u5c11\u63d0\u4f9b\u865b\u64ec\u74b0\u5883\u65b9\u6848\u7684\u8edf\u9ad4\uff0c\u6709\u8208\u8da3\u7684\u8a71\u53ef\u4ee5\u4e0a\u7db2\u81ea\u884cGoogle\u3002<\/p>\n\n\n\n<p>\u4e4b\u5f8c\u7684\u55ae\u5143\u5c07\u6703\u547c\u53eb\u6211\u5011\u5b89\u88dd\u597d\u7684MediaPipe\u5957\u4ef6\uff0c\u4f86\u57f7\u884c\u5404\u9805\u5728Python\u9019\u500b\u7a0b\u5f0f\u8a9e\u8a00\u80fd\u57f7\u884c\u7684\u529f\u80fd\uff0c\u90a3\u6211\u5011\u4e0b\u7bc7\u6587\u7ae0\u898b\uff01<br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u9644\u9304<\/h2>\n\n\n\n<p>\u4e4b\u5f8c\u6211\u5011\u6703\u8655\u7406Python\u7a0b\u5f0f\u78bc\u7684\u90e8\u4efd\uff0c\u6240\u4ee5\u6703\u9700\u8981\u300c<strong>\u6587\u5b57\u7de8\u8f2f\u5668\u300d<\/strong>\uff0c\u6211\u5011\u6703\u5c07\u7a0b\u5f0f\u78bc\u8cbc\u5728\u7de8\u8f2f\u5668\u88e1\u4fee\u6539\u6216\u64b0\u5beb\u65b0\u7684\u7a0b\u5f0f\u78bc\u3002<strong>\u6587\u5b57\u7de8\u8f2f\u5668<\/strong>\u5176\u5be6\u4e0d\u662f\u4ec0\u9ebc\u65b0\u6771\u897f\uff0c\u80fd\u8f38\u5165\u6587\u5b57\u4e26\u5132\u5b58\u6216\u958b\u6a94\u6848\u7684\u90fd\u662f<strong>\u6587\u5b57\u7de8\u8f2f\u5668<\/strong>\uff0c\u4f8b\u5982Windows \u7684\u8a18\u4e8b\u672c\u3002<\/p>\n\n\n\n<p>\u4f46\u4e00\u500b\u597d\u7684\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u7279\u5225\u662f\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u5c08\u7528\u7684\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u6703\u6709\u4e0d\u5c11\u5f37\u5927\u7684\u529f\u80fd\uff0c\u7279\u5225\u662f\u6587\u5b57\u984f\u8272\u7684\u90e8\u4efd\uff0c\u5982\u4e0b\u5716\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh6.googleusercontent.com\/TU5FlVecbz_Ck9xRis8yXn-GwqsgFBeELy6XUEKDcIlgjfiYSYfzuoZOust5cgLX8vLDOtrqdTRhxcCn1uBk_RYeTYsFQ5OJtrWjhNRZv_USPc2xRZYc1WRpvsm4bkro4JEQMtYi\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u662f\u4e0d\u662f\u53f3\u908a\u7684\u53ef\u8b80\u6027\u8f03\u597d\u4e86\uff0c\u6487\u958b\u5176\u4ed6\u597d\u7528\u529f\u80fd\u4e0d\u8aaa(\u81ea\u52d5\u88dc\u5168\u7a0b\u5f0f\u78bc&#8230;.)\uff0c\u81f3\u5c11\u6709\u984f\u8272\u80fd\u8b93\u60a8\u4fee\u6539\u7684\u904e\u7a0b\u4e2d\u4e0d\u90a3\u9ebc\u773c\u82b1\u64a9\u4e82\uff0c\u7576\u7136\u9019\u4e26\u4e0d\u662f\u5fc5\u8981\u7684\uff0c\u60a8\u53ef\u4ee5\u81ea\u5df1\u659f\u914c\uff0c\u5c0f\u7de8\u63a8\u85a6\u7684\u6587\u5b57\u7de8\u8f2f\u5668\u6709\uff1a<\/p>\n\n\n\n<p>1. <a href=\"https:\/\/code.visualstudio.com\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Visual Studio Code<\/a><\/p>\n\n\n\n<p>2. <a href=\"https:\/\/atom.io\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Atom<\/a><\/p>\n\n\n\n<p>3. <a href=\"https:\/\/www.sublimetext.com\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Sublime Text<\/a><\/p>\n\n\n\n<p>4. <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/notepad-plus-plus.org\/downloads\/\" target=\"_blank\">Notepad++<\/a><\/p>\n\n\n\n<p>\u91dd\u5c0d\u4e0a\u8ff0\u7684\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u7db2\u8def\u4e0a\u6709\u76f8\u7576\u591a\u7684\u6559\u5b78\u80fd\u8b93\u60a8\u53c3\u8003\uff0c\u5305\u542b\u5982\u4f55\u64f4\u5145\u5176\u4ed6\u529f\u80fd\uff0c\u4f8b\u5982\u9664\u932f\u3001\u7a0b\u5f0f\u88dc\u5168\u6216\u662f\u76f4\u63a5\u57f7\u884c\u3002\u529f\u80fd\u6700\u591a\u7684\u662f<a rel=\"noreferrer noopener\" href=\"https:\/\/code.visualstudio.com\/\" target=\"_blank\">Visual Studio Code<\/a>\uff0c\u76f8\u5c0d\u8f03\u967d\u6625\u7684\u662f<a rel=\"noreferrer noopener\" href=\"https:\/\/notepad-plus-plus.org\/downloads\/\" target=\"_blank\">Notepad++<\/a>\uff0c\u5c31\u4f9d\u7167\u81ea\u5df1\u7684\u559c\u597d\u9078\u64c7\u5427\uff01\u7576\u7136\uff5e\u82e5\u662f\u4f7f\u7528Windows \u7684\u8a18\u4e8b\u672c\u4e5f\u53ef\u4ee5\uff0cRespect\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300cMediaPipe\u61c9\u7528\u6559\u5b78\u300d\u7cfb\u5217\u6587\u7ae0\u5c07\u6559\u5927\u5bb6\u5982\u4f55\u61c9\u7528 MediaPipe \u9019\u5f37\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u7a0b\u5f0f\u5eab\uff0c\u6211\u5011\u5c07\u63a1\u7528Python\u9019\u500b\u7a0b\u5f0f\u8a9e\u8a00\u4f86\u57f7\u884c\u5404\u500b\u529f\u80fd\uff0c\u672c\u6587\u55ae\u5143(\u4e00)\u5c07\u6559\u5927\u5bb6\u5982\u4f55\u74b0\u5883\u8a2d\u5b9a\uff0c\u5305\u542b\u5b89\u88dd\u57f7\u884c\u74b0\u5883\u3001\u8a2d\u5b9a\u57f7\u884c\u74b0\u5883\u7b49\u5167\u5bb9\uff0c\u6700\u5f8c\u52a0\u78bc\u5c0f\u7de8\u63a8\u85a6\u7684\u6587\u5b57\u7de8\u8f2f\u5668\u4ecb\u7d39\u3002<\/p>\n","protected":false},"author":1,"featured_media":11857,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191,238],"tags":[42,210,211,135],"table_tags":[],"_links":{"self":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/11457"}],"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=11457"}],"version-history":[{"count":8,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/11457\/revisions"}],"predecessor-version":[{"id":11858,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/posts\/11457\/revisions\/11858"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media\/11857"}],"wp:attachment":[{"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/media?parent=11457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/categories?post=11457"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/tags?post=11457"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/www.circuspi.com\/index.php\/wp-json\/wp\/v2\/table_tags?post=11457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}