{"id":7138,"date":"2022-09-21T10:36:42","date_gmt":"2022-09-21T02:36:42","guid":{"rendered":"https:\/\/makerpro.cc\/tutors\/?post_type=docs&#038;p=7138"},"modified":"2023-03-06T14:54:07","modified_gmt":"2023-03-06T06:54:07","password":"","slug":"learn-edge-ai-with-openvino-notebooks","status":"publish","type":"docs","link":"https:\/\/makerpro.cc\/makerlearn\/knowledgebase\/learn-edge-ai-with-openvino-notebooks\/","title":{"rendered":"OpenVINO Notebooks\u5982\u4f55\u8b93\u908a\u7de3AI\u7684\u5b78\u7fd2\u66f4\u5feb\u6377\uff1f"},"content":{"rendered":"<h3>OpenVINO Notebooks\u662f\u4ec0\u9ebc\uff1f<\/h3>\n<p>OpenVINO Notebooks\u5c08\u6848\u57282021\u5e74\u767c\u8d77\uff0c\u5168\u7403\u5404\u5730\u7684\u958b\u767c\u8005\u7db2\u7f85\u4e86\u8a31\u591a\u53ef\u4ee5\u7acb\u5373\u4f7f\u7528\u7684\u7bc4\u4f8b\u7a0b\u5f0f\uff0c\u4e26\u4ee5\u4e92\u52d5\u5f0f\u7684Jupyter Notebooks\u683c\u5f0f\u8a18\u9304\u7a0b\u5f0f\u78bc\u8207\u8aaa\u660e\u6587\u5b57\uff0c\u4ee5\u4fbf\u65bc\u5b78\u7fd2OpenVINO\u3002\u5176\u4f9d\u7167\u6578\u5b57\u7de8\u6392\u7684Notebooks\u5c08\u6848\u7a0b\u5f0f\u78bc\uff0c\u5167\u5bb9\u6db5\u84cb\u4e86\u56db\u5927\u9805\u76ee\uff1a<\/p>\n<ul>\n<li>0\u7cfb\u5217 \u2014 \u8d77\u6b65\u5165\u9580\uff0c\u85c9\u7531\u5e7e\u500b\u7c21\u55ae\u7684\u6307\u4ee4\u5c31\u53ef\u4ee5\u64cd\u4f5cOpenVINO\u3002<\/li>\n<li>1\u7cfb\u5217 \u2014 \u6a21\u578b\u8f49\u63db\u548c\u6700\u4f73\u5316\uff0c\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u6559\u5b78\u7bc4\u4f8b\uff0c\u5c07TensorFlow\u3001PyTorch\u3001PaddlePaddle\u3001ONNX\u7b49\u7684\u683c\u5f0f\u6a21\u578b\u6a94\u8f49\u63db\u5230\u5230OpenVINO\u7684IR\u6a21\u578b\u683c\u5f0f\uff0c\u4e26\u4e14\u91cf\u5316\u4e0d\u540c\u7684\u6b0a\u91cd\u9032\u884c\u6700\u4f73\u5316\u3002<\/li>\n<li>2\u7cfb\u5217 \u2014 \u6a21\u578b\u5c55\u793a\uff0c\u6db5\u84cb\u4e86Open Model Zoo\u7684\u5404\u7a2e\u8a13\u7df4\u6a21\u578b\u53capaddlepaddle\u7684GAN\u7b49\u6a21\u578b\u7684\u4f7f\u7528\u64cd\u4f5c\u7bc4\u4f8b<\/li>\n<li>3\u7cfb\u5217 \u2014 \u6a21\u578b\u8a13\u7df4\uff0c\u5728TensorFlow\u6216PyTroch\u6846\u67b6\u4e2d\u8a13\u7df4\u597d\u6a21\u578b\uff0c\u4e26\u4f7f\u7528OpenVINO Toolkit\u7684POT\uff08Post-training Optimization Tool\uff09\u8207NNCF\uff08Neural Network Compression Framework\uff09\u7b49\u5be6\u4f5c\u6a21\u578b\u6700\u4f73\u5316\u3002<\/li>\n<li>4\u7cfb\u5217 \u2014 Live\u5c55\u793a\uff0c\u5f9eWebcam\u6293\u53d6\u5f71\u50cf\u8cc7\u6599\u505a\u5373\u6642\u7684\u63a8\u8ad6\u9810\u89bd\u3002\n<div class=\"mceTemp\"><\/div>\n<p><div id=\"attachment_10519\" style=\"width: 426px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-10519\" class=\"wp-image-10519 size-full\" src=\"https:\/\/i0.wp.com\/makerpro.cc\/makerlearn\/wp-content\/uploads\/2022\/09\/11111.gif?resize=416%2C277&#038;ssl=1\" alt=\"\" width=\"416\" height=\"277\" \/><p id=\"caption-attachment-10519\" class=\"wp-caption-text\">\u773e\u591a\u7684\u6a21\u578b\u61c9\u7528\u5be6\u4f8b<\/p><\/div><\/li>\n<\/ul>\n<h3>OpenVINO Notebooks\u8a72\u5982\u4f55\u5b89\u88dd\uff1f<\/h3>\n<p>OpenVINO Notebooks\u63d0\u4f9b\u4e86\u5404\u5f0f\u4f5c\u696d\u7cfb\u7d71\u7684\u5b89\u88dd\u65b9\u5f0f\uff0c\u5982Windows, Ubuntu, macOS, CentOS\u7b49\u7b49\u7686\u6709\u3002\u5982\u679c\u64d4\u5fc3\u5957\u4ef6\u8207\u96fb\u8166\u4e2d\u7684Python\u6a21\u7d44\u7522\u751f\u885d\u7a81\u7684\u8a71\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528Docker\u5bb9\u5668\u7684\u65b9\u5f0f\u9032\u884c\u5b89\u88dd\uff0c\u540c\u6642\uff0c\u90e8\u5206\u7684\u7bc4\u4f8b\u4e5f\u6574\u5408\u4e86Binder\uff08\u985e\u4f3c\u65bcColab\u7684\u7dda\u4e0aNotebooks\u8edf\u9ad4\uff09\uff0c\u53ef\u76f4\u63a5\u65bc\u7dda\u4e0a\u64cd\u4f5c\u3002<\/p>\n<h3>AI\u6a21\u578b\u8f49\u5316\u8207\u6700\u4f73\u5316\u64cd\u4f5c\u7684\u6548\u679c\u5982\u4f55\uff1f<\/h3>\n<p>OpenVINO Toolkit\u7684\u770b\u5bb6\u672c\u9818\u5c31\u662f\u6a21\u578b\u7684\u8f49\u63db\u8207\u6700\u4f73\u5316\uff0c\u5728\u4e0d\u964d\u4f4e\u6a21\u578b\u672c\u8eab\u63a8\u8ad6\u7684\u7cbe\u5ea6\u70ba\u57fa\u6e96\uff0c\u9032\u884c\u63a8\u8ad6\u6548\u679c\u7684\u63d0\u5347\u3002<\/p>\n<p>\u5be6\u969b\u7528Notebooks\u4e2d102-pytorch-onnx-to-openvino\u7bc4\u4f8b\u4f86\u8a66\u8a66\u770b\uff0c\u5728\u9019\u500b\u7bc4\u4f8b\u4e2d\uff0c\u4f7f\u7528\u4e86PyTorch\u7684\u5716\u50cf\u5206\u5272\u9810\u8a13\u7df4\u6a21\u578bFastSeg\uff0c\u5206\u5225\u8f49\u63db\u70baONNX\u683c\u5f0f\u3001IR\u683c\u5f0f\u4ee5\u53ca\u539f\u59cbPyTorch\u6a21\u578b\u683c\u5f0f\u4f86\u9032\u884c\u63a8\u8ad6\u3002<\/p>\n<p>\u53ef\u4ee5\u770b\u51fa\uff0c\u4e0d\u7ba1\u662f\u7528\u4f55\u7a2e\u6a21\u578b\u9032\u884c\u7684\u63a8\u8ad6\uff0c\u5176\u5f71\u50cf\u5206\u5272\u7d50\u679c\u5e7e\u4e4e\u90fd\u662f\u4e00\u81f4\u7684\u60c5\u6cc1\uff0c\u4e26\u6c92\u6709\u660e\u986f\u7684\u512a\u52a3\u4e4b\u5206\u3002\u4f46\u5728\u6700\u7d42\u6548\u80fd\u6bd4\u8f03\u7684\u6bb5\u843d\uff0c\u53ef\u4ee5\u660e\u986f\u770b\u51fa\u7576\u4e2d\u6548\u80fd\u6700\u597d\u76844.07FPS\uff08IR format + iGPU\uff09\u8207\u6700\u5dee0.70FPS\uff08PyTorch format\uff09\uff0c\u5dee\u8ddd\u76f8\u7576\u6709\u516d\u500d\u4e4b\u591a\uff01<\/p>\n<div id=\"attachment_10522\" style=\"width: 757px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" aria-describedby=\"caption-attachment-10522\" class=\"wp-image-10522 size-full\" src=\"https:\/\/i0.wp.com\/makerpro.cc\/makerlearn\/wp-content\/uploads\/2022\/09\/2222.png?resize=747%2C314&#038;ssl=1\" alt=\"\" width=\"747\" height=\"314\" srcset=\"https:\/\/i0.wp.com\/makerpro.cc\/makerlearn\/wp-content\/uploads\/2022\/09\/2222.png?w=747&amp;ssl=1 747w, https:\/\/i0.wp.com\/makerpro.cc\/makerlearn\/wp-content\/uploads\/2022\/09\/2222.png?resize=300%2C126&amp;ssl=1 300w\" sizes=\"(max-width: 747px) 100vw, 747px\" \/><p id=\"caption-attachment-10522\" class=\"wp-caption-text\">\u5206\u5225\u8f49\u63db\u70baONNX\u683c\u5f0f\u3001IR\u683c\u5f0f\u4ee5\u53ca\u539f\u59cbPyTorch\u6a21\u578b\u683c\u5f0f\u9032\u884c\u63a8\u8ad6<\/p><\/div>\n<p style=\"font-weight: 400\">\u82e5\u662f\u518d\u642d\u914d\u91cf\u5316\u6b0a\u91cd\u6216POT\uff08Post-Training Optimization Tool\uff09\u7b49\u5de5\u5177\uff0c\u9084\u80fd\u518d\u9032\u4e00\u6b65\u7684\u63d0\u5347\u6548\u80fd\u3002\u5176\u5be6\u969b\u5f71\u97ff\u7684\u5c64\u9762\u5c31\u662f\u5728\u7d42\u7aef\u57f7\u884cAI\u61c9\u7528\u6642\uff0c\u6709\u5e0c\u671b\u5c07\u908a\u7de3\u88dd\u7f6e\u7684\u898f\u683c\u5f80\u4e0b\u8abf\u6574\uff0c\u4ee5\u7bc0\u7701\u6210\u672c\u3002<\/p>\n<p style=\"font-weight: 400\">\u5f9e\u4e0a\u8ff0\u7684\u5be6\u969b\u64cd\u4f5c\u4e2d\u5c31\u53ef\u4ee5\u770b\u51fa\u900f\u904eOpenVINO Notebooks\u9032\u884c\u7cfb\u7d71\u5316\u7684\u5b78\u7fd2\uff0c\u78ba\u5be6\u53ef\u4ee5\u964d\u4f4e\u5b78\u7fd2\u9580\u6abb\uff0c\u6210\u70ba\u5b78\u7fd2Edge AI\u7684\u6700\u4f73\u8def\u5f91\u3002<\/p>\n<p style=\"font-weight: 400\">\u300b\u53c3\u8003\u8cc7\u6599\uff1a<a href=\"https:\/\/makerpro.cc\/2022\/06\/learn-edge-ai-with-openvino-notebooks\/\" target=\"_blank\" rel=\"noopener\">\u908a\u7de3AI\u7684\u6700\u4f73\u5b78\u7fd2\u8def\u5f91 \u2013 OpenVINO Notebooks<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenVINO Notebooks\u662f\u4ec0\u9ebc\uff1f OpenVINO Notebooks\u5c08\u6848\u57282021\u5e74\u767c\u8d77\uff0c\u5168\u7403\u5404&hellip;<\/p>\n","protected":false},"author":9827,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"doc_category":[130,131],"doc_tag":[],"class_list":["post-7138","docs","type-docs","status-publish","hentry","doc_category-edge-ai","doc_category-openvino","description-off"],"acf":[],"year_month":"2026-04","word_count":94,"total_views":"0","reactions":{"happy":"1","normal":"0","sad":"0"},"author_info":{"name":"MakerLearn\u8b1b\u5e2b\u7fa4","author_nicename":"makerlearn","author_url":"https:\/\/makerpro.cc\/makerlearn\/author\/makerlearn\/"},"doc_category_info":[{"term_name":"Edge 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