{"id":10746,"date":"2023-03-14T22:20:18","date_gmt":"2023-03-14T14:20:18","guid":{"rendered":"https:\/\/makerpro.cc\/makerlearn\/?post_type=courses&p=10746"},"modified":"2023-03-14T22:20:28","modified_gmt":"2023-03-14T14:20:28","slug":"openvino-quick-start-tutorial-guide","status":"publish","type":"courses","link":"https:\/\/makerpro.cc\/makerlearn\/courses\/openvino-quick-start-tutorial-guide\/","title":{"rendered":"\u3010Edge AI\u958b\u767c\u5de5\u5177\u3011OpenVINO\u5feb\u901f\u4e0a\u624b\u6559\u5b78\u6307\u5357"},"content":{"rendered":"

\u4eba\u5de5\u667a\u6167(AI)\u5df2\u5f9e\u96f2\u7aef\u9032\u5165\u66f4\u63a5\u8fd1\u7d42\u7aef\u4f7f\u7528\u8005\u7684\u7db2\u8def\u908a\u7de3\u88dd\u7f6e\uff0c\u7121\u8ad6\u662f\u4ea4\u901a\u3001\u5b89\u9632\u3001\u91ab\u7642\u9084\u662f\u96f6\u552e\u7b49\u61c9\u7528\u9818\u57df\uff0c\u90fd\u53ef\u4ee5\u770b\u898b\u9019\u4e9b\u908a\u7de3\u4eba\u5de5\u667a\u6167(Edge AI)\u7684\u5f71\u5b50\u3002\u5728\u5be6\u969b\u61c9\u7528\u4e2d\uff0c\u4e0d\u4e00\u5b9a\u8981\u5c07\u8cc7\u6599\u56de\u50b3\u81f3\u96f2\u7aef\u9032\u884c\u5206\u6790\u904b\u7b97\uff0cEdge AI\u80fd\u652f\u63f4\u9700\u8981\u5373\u6642\u53cd\u61c9\u7684\u672c\u5730\u6c7a\u7b56\uff0c\u4e5f\u66f4\u80fd\u6eff\u8db3\u5c0d\u96b1\u79c1\u8cc7\u6599\u4fdd\u8b77\u7279\u5225\u654f\u611f\u7684\u61c9\u7528\u9700\u6c42\u3002<\/p>\n

\u672c\u8ab2\u7a0b\u5f9e\u5c07\u5f9eEdge AI\u7684\u57fa\u790e\u539f\u7406\u70ba\u8d77\u9ede\uff0c\u8b93\u807d\u773e\u5f9e\u96f6\u958b\u59cb\u4e86\u89e3Edge AI\u7684\u512a\u52e2\u4ee5\u53ca\u61c9\u7528\u6f5b\u80fd\uff1b\u9084\u5c07\u4ecb\u7d39\u4e00\u5957\u80fd\u5354\u52a9\u958b\u767c\u8005\u5feb\u901f\u8f15\u9b06\u90e8\u7f72Edge AI\u61c9\u7528\u7684\u958b\u653e\u6027\u5e73\u53f0OpenVINO\uff0c\u900f\u904e\u8a73\u7d30\u8b1b\u89e3\u5176\u958b\u767c\u6d41\u7a0b\u8207\u5be6\u969b\u64cd\u4f5c\u7bc4\u4f8b\u7684\u5206\u4eab\uff0c\u8b93\u807d\u773e\u8fc5\u901f\u638c\u63e1\u4f7f\u7528\u8a72\u5de5\u5177\u5957\u4ef6\u7684\u8a23\u7ac5\uff0c\u5be6\u73fe\u60a8\u5fc3\u76ee\u4e2d\u7684\u5275\u65b0\u61c9\u7528\u3002<\/p>\n

\n

#1 Edge AI Overview<\/span>\uff5cFelix Lin<\/span><\/h3>\n

\"\"<\/p>\n

\u63d0\u5230Edge AI\uff0c\u5f88\u591a\u4eba\u6216\u8a31\u6703\u8a8d\u70ba\u908a\u7de3\u904b\u7b97\u8ddf\u96f2\u7aef\u904b\u7b97\u5fc5\u9808\u64c7\u4e00\uff0c\u4f46\u5176\u5be6\u4e26\u4e0d\u7136\uff0c\u4e0d\u5c11\u7684\u61c9\u7528\u90fd\u662f\u5169\u8005\u6df7\u5408\u9032\u884c\uff0c\u53ea\u662f\u6bd4\u91cd\u4e0d\u540c\u7f77\u4e86\u3002<\/p>\n

\"\"<\/p>\n

Edge AI\u7684\u61c9\u7528\u4e94\u82b1\u516b\u9580\uff0c\u8209\u51e1\u91ab\u7642\u3001\u5b89\u9632\u3001\u96f6\u552e\u3001\u88fd\u9020\u8207\u4ea4\u901a\u7b49\u7b49\u61c9\u7528\uff0c\u90fd\u53ef\u4ee5\u85c9\u7531Edge AI\u7684\u6280\u8853\u8b93\u4f7f\u7528\u8005\u6709\u66f4\u597d\u3001\u66f4\u4fbf\u6377\u7684\u9ad4\u9a57\u3002<\/p>\n

\"\"<\/p>\n

\n

#2 OpenVINO<\/span>\u7c21\u4ecb\uff5cHenry Huang<\/span><\/h3>\n
\n

\u73fe\u4eca\u5728AI<\/span>\u6df1\u5ea6\u5b78\u7fd2\u9818\u57df\uff0c\u4e0d\u7ba1\u662f\u5728\u6f14\u7b97\u6cd5\u4e0a\u9084\u662f\u5728\u63a8\u8ad6\u901f\u5ea6\u4e0a\u90fd\u6709\u5f88\u5927\u7684\u9032\u5c55\u5df2\u53ca\u7a81\u7834\uff0c\u4f46\u5be6\u969b\u5c0e\u5165\u6df1\u5ea6\u5b78\u7fd2\u7684\u5730\u65b9\u4ecd\u7136\u6709\u9650\uff0c\u56e0\u70ba\u6df1\u5ea6\u5b78\u7fd2\u4ecd\u7136\u9762\u81e8\u8457\u4e09\u5927\u6311\u6230\uff1a\u6548\u80fd\u9700\u6c42\u3001\u6574\u5408\u4ee5\u53ca\u76f8\u5bb9\u6027\u3002\u800c\u5982\u4f55\u514b\u670d\u4ee5\u4e0a\u6311\u6230\uff0c\u5c31\u662f\u90e8\u7f72AI<\/span>\u61c9\u7528\u76f8\u7576\u91cd\u8981\u7684\u8ab2\u984c\u3002<\/p>\n

\"\"<\/p>\n

\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u8b1b\u5e2b\u5c07\u5e36\u9818\u807d\u773e\u8a8d\u8b58\u4e00\u6b3e\u5bb9\u6613\u4e0a\u624b\u7684\u958b\u767c\u5de5\u5177\u5957\u4ef6OpenVINO \uff0c\u80fd\u5c07\u6df1\u5ea6\u5b78\u7fd2\u66f4\u5feb\u901f\u3001\u6e96\u78ba\u5730\u90e8\u7f72\u5230Intel\u67b6\u69cb\u5e73\u53f0\u4e0a\u3002\u5176\u7c21\u5316\u958b\u767c\u6d41\u7a0b\uff0c\u8b93\u4eba\u54e1\u50c5\u9700\u7de8\u5beb\u4e00\u6b21\u7a0b\u5f0f\u78bc\u6216\u6f14\u7b97\u6cd5\uff0c\u5c31\u53ef\u4ee5\u90e8\u7f72\u5728\u4e0d\u540c\u7684Intel\u67b6\u69cb\u5e73\u53f0\u4e0a\uff0c\u5e73\u53f0\u5305\u62ecIntel CPU\u3001iGPU\u3001Movidius VPU \u548c GNA\u3002<\/p>\n

\"\"<\/p>\n

\u6b64\u5916\u8b1b\u5e2b\u4e5f\u5c07\u4ecb\u7d39OpenVINO\u7684\u958b\u767c\u6d41\u7a0b\uff1a\u6a21\u578b\u5efa\u7f6e\u3001\u6700\u4f73\u5316\u4ee5\u53ca\u90e8\u7f72\u65b9\u6848\u3002<\/p>\n

\"\"<\/p>\n

\n

#3 OpenVINO<\/span>\u5feb\u901f\u4e0a\u624b\uff5cCollins Lu<\/span><\/h3>\n
\n

OpenVINO Toolkit<\/span>\u63d0\u4f9b\u4e86\u4e00\u500b\u7c21\u55ae\u7684\u65b9\u5f0f\u5feb\u901f\u5be6\u73feAI<\/span>\u6982\u5ff5\uff0c\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u8b1b\u5e2b\u5c07\u4ee5\u5be6\u4f5c\u7bc4\u4f8b\u8b93\u807d\u773e\u8f15\u9b06\u4e0a\u624b\u3002<\/p>\n

\"\"<\/p>\n

\n
\u5f9e\u76f8\u95dc\u8edf\u786c\u9ad4\u9700\u6c42\u958b\u59cb\uff0c\u8b1b\u5e2b\u5c07\u4e00\u6b65\u4e00\u6b65\u5e36\u9818\u807d\u773e\u4e86\u89e3\u5982\u4f55\u4e0b\u8f09\u5de5\u5177\u5957\u4ef6\u8207\u865b\u64ec\u74b0\u5883\u7b49\u6b65\u9a5f\u3002\r\n\"\"<\/pre>\n
\n
\u6b64\u5916\u8b1b\u5e2b\u5c07\u4ee5\u4e0a\u4e00\u5802\u8ab2\u4ecb\u7d39\u7684OpenVINO<\/span>\u958b\u767c\u6d41\u7a0b\u4e09\u5927\u90e8\u5206\u70ba\u57fa\u790e\uff0c\u4f86\u9032\u884c\u5be6\u4f5c\u7684\u8aaa\u660e\uff0c\u4e26\u5c55\u793a\u5982\u4f55\u4f7f\u7528Open Model Zoo<\/span>\u7bc4\u4f8b\u7a0b\u5f0f\u3002
\n\"\"<\/p>\n
\n
#4 Intel DevCloud <\/span>\u5feb\u901f\u4e0a\u624b\uff5cFelix Lin<\/span><\/h3>\n
\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u8b1b\u5e2b\u5c07\u4ecb\u7d39\u80fd\u8b93Edge AI\u958b\u767c\u8005\u5feb\u901f\u9032\u884c\u96db\u5f62\u8a2d\u8a08\uff0c\u4e26\u4e14\u8a55\u4f30\u5404\u7a2e\u4e0d\u540c\u7684\u908a\u7de3\u904b\u7b97\u5e73\u53f0\u7684Intel DevCloud\u96f2\u7aef\u670d\u52d9\uff1b\u900f\u904e\u8a55\u4f30\uff0c\u958b\u767c\u8005\u80fd\u4e86\u89e3\u8981\u904b\u4f5c\u7684\u6a21\u578b\u8207Edge AI\u61c9\u7528\u7a0b\u5f0f\u9069\u5408\u7684\u786c\u9ad4\uff0c\u4ee5\u5230\u7bc0\u7701\u958b\u767c\u6210\u672c\u3002<\/p>\n
\"\"<\/p>\n
\u6b64\u5916\uff0c\u8b1b\u5e2b\u5c07\u4ecb\u7d39Intel DevCloud<\/span>\u904b\u4f5c\u539f\u7406\u8207\u7279\u6027\u3002<\/p>\n
\"\"<\/p>\n
\u6700\u5f8c\uff0c\u8b1b\u5e2b\u6703\u8aaa\u660e\u5982\u4f55\u8a3b\u518a\u4ee5\u53ca\u5be6\u969b\u64cd\u4f5cIntel DevCloud\u3002<\/p>\n
\"\"<\/p>\n
\n
#5 OpenVINO Open Model Zoo (<\/span>\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u5927\u89c0\u5712 )<\/span>\uff5cFelix Lin<\/span><\/h3>\n
\n
\u91dd\u5c0d\u524d\u9762\u7684\u8ab2\u7a0b\u4e2d\u63d0\u5230\u7684Open Model Zoo<\/span>\uff0c\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u8b1b\u5e2b\u5c07\u4f4d\u807d\u773e\u4ecb\u7d39\u9019\u500b\u96b8\u5c6c\u65bcOpenVINO<\/span>\u3001\u6db5\u84cb\u4e86\u5927\u91cfPre-Trained Models<\/span>\u4ee5\u53ca\u61c9\u7528\u7bc4\u4f8b\u7684\u5b50\u5c08\u6848\uff0c\u80fd\u5982\u4f55\u5354\u52a9\u958b\u767c\u8005\u5feb\u901f\u5efa\u7f6eEdge AI<\/span>\u61c9\u7528\u3002<\/p>\n
\"\"<\/p>\n
Open Model Zoo\u88e1\u9762\u7684\u5404\u5f0f\u6a21\u578b\u8cc7\u6599\u53ef\u4ee5\u5f9eGitHub\u4e0a\u9762\u53d6\u5f97\uff1b\u6bcf\u500b\u6a21\u578b\u90fd\u6709\u5c0d\u61c9\u7684\u8cc7\u6599\u593e\uff0c\u5176\u4e2d\u5305\u62ec\u4e86\u6a21\u578b\u6558\u8ff0\u4ee5\u53ca\u4e0b\u8f09\u4f4d\u7f6e\u3002<\/p>\n
\"\"<\/p>\n
\n
\u7d19\u4e0a\u8ac7\u5175\u662f\u4e0d\u5920\u7684\uff0c\u660e\u767d\u7406\u8ad6\u4e4b\u5f8c\u4e5f\u9700\u8981\u4e86\u89e3\u5be6\u969b\u61c9\u7528\u3002\u8b1b\u5e2b\u5217\u8209\u4e86\u76f8\u7576\u591a\u7684\u7bc4\u4f8b\uff0c\u50cf\u662fInstance Segmentation<\/span>\u7684\u6a21\u578b\u4e2d\uff0c\u9664\u4e86\u53ef\u4ee5\u5206\u5272\u51fa\u4eba\u7684\u4f4d\u7f6e\uff0c\u9084\u53ef\u4ee5\u6a19\u8a18\u4e0d\u540c\u7684\u4eba\u3001\u4ee5\u53ca\u5176\u76f8\u5c0d\u61c9\u4f4d\u7f6e\u7b49\uff0c\u4e26\u4ee5\u6b64\u57fa\u790e\u5ef6\u4f38\u66f4\u591a\u61c9\u7528\u3002<\/p>\n
\"\"<\/p>\n
\n
#6 OpenVINO Jupyter Notebooks<\/span>\uff5cFelix Lin<\/span><\/h3>\n
\n
\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\u8b1b\u5e2b\u5c07\u4ecb\u7d39\u5728OpenVINO<\/span>\u793e\u7fa4\u7684OpenVINO Notebooks<\/span>\u5c08\u6848\uff1b\u8a72\u5c08\u6848\u532f\u805a\u5927\u91cf\u4f7f\u7528Jupyter Notebooks<\/span>\u683c\u5f0f\u6240\u7de8\u8f2f\u7684\u7a0b\u5f0f\uff0c\u5f88\u9069\u5408Edge AI<\/span>\u958b\u767c\u521d\u5b78\u8005\u5faa\u5e8f\u6f38\u9032\u5b78\u7fd2\u3002<\/p>\n
\"\"<\/p>\n
\n
OpenVINO Notebooks<\/span>\u90fd\u662f\u4f7f\u7528Jupyter Notebooks<\/span>\u683c\u5f0f\u5f59\u7de8\u6559\u6750\uff0c\u8a72\u683c\u5f0f\u975e\u5e38\u5bb9\u6613\u7406\u89e3\u4e26\u4ee5\u4e92\u52d5\u65b9\u5f0f\u5faa\u5e8f\u6f38\u9032\u7684\u5c0e\u5165\uff0c\u80fd\u8b93\u958b\u767c\u8005\u8f15\u9b06\u5b78\u7fd2\u3002<\/p>\n
\"\"<\/p>\n
\n
\u5728\u8b1b\u89e3\u5b8c\u57fa\u790e\u6982\u5ff5\u5f8c\uff0c\u8b1b\u5e2b\u6703\u5e36\u8457\u5927\u5bb6\u4e00\u540c\u64cd\u4f5c\u9801\u9762\u3002\u4ee5218-vehicle-detection-and-recognition<\/span>\u7684\u9019\u500b\u7bc4\u4f8b\u7a0b\u5f0f\u70ba\u4f8b\uff0c\u53ef\u4ee5\u770b\u5230\u57282xx<\/span>\u7cfb\u5217\u4e2d\u6709\u8a31\u591a\u7684\u7bc4\u4f8b\u53ef\u4ee5\u61c9\u7528\u5728\u4e0d\u540c\u7684\u60c5\u5883\u4e2d\u3002\u5feb\u4f86\u8ddf\u8457\u8b1b\u5e2b\u4e00\u8d77\u52d5\u624b\u5b78\u7fd2\u5427\uff01<\/p>\n
\"\"<\/p>\n
\u8b1b\u5e2b\u4ecb\u7d39<\/strong><\/h3>\n
\u6797\u58eb\u5141 Felix<\/strong><\/p>\n
\"\"<\/p>\n
iCShop \u6de9\u8000\u96fb\u5b50\u7d93\u7406\uff0c\u4ee5\u53ca\u5275\u5ba2\u95a3\u6a13\u793e\u7fa4\u53ec\u96c6\u4eba\u3002\u7814\u7a76\u9818\u57df\u5305\u62ec\u4eba\u5de5\u667a\u6167\u3001\u7269\u806f\u7db2\u8207\u5d4c\u5165\u5f0f\u7cfb\u7d71\u3001\u5fae\u63a7\u5236\u5668\u7b49\u7b49\u3002<\/p>\n
\u9ec3\u5ba3\u9321 Henry<\/strong><\/p>\n
\"\"<\/p>\n
Henry\u6709MCU\u3001SoC\u3001OpenVINO\u958b\u767c\u7d93\u9a57\uff0c\u4e26\u5728\u591a\u5834\u6d77\u5167\u5916Intel OpenVINO\u6d3b\u52d5\u4e2d\u64d4\u4efb\u8b1b\u5e2b\u3002\u76ee\u524d\u5728\u806f\u5f37\u570b\u969b\u8ca0\u8cac\u5ba2\u6236ARM SoC\u958b\u767c\uff0c\u4ee5\u53caAI\u958b\u767c\u6280\u8853\u5354\u52a9\u53ca\u8aee\u8a62\u670d\u52d9\uff0c\u5354\u52a9\u5ba2\u6236\u7522\u54c1\u958b\u767c\u80fd\u9806\u5229\u5730\u5feb\u901f\u5c0e\u5165\u958b\u767c\u4e26\u91cf\u7522\u3002<\/p>\n
\u76e7\u80b2\u5fb7 Collins<\/strong><\/p>\n
\"\"<\/p>\n
Collins\u76ee\u524d\u65bc\u5efa\u667a\u64d4\u4efb\u6280\u8853\u652f\u63f4\u7a0b\u5e2b\uff0c\u8ca0\u8cacIntel x86 \u5e73\u53f0\u3001Intel Realsense \u53ca OpenVINO Toolkit\u5728\u6df1\u5ea6\u5b78\u7fd2\u8207\u908a\u7de3\u904b\u7b97\u7684\u63a8\u5ee3\u8207\u5ba2\u6236\u652f\u63f4\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
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