{"id":10989,"date":"2023-03-22T23:38:07","date_gmt":"2023-03-22T15:38:07","guid":{"rendered":"https:\/\/makerpro.cc\/makerlearn\/?post_type=courses&p=10989"},"modified":"2023-03-23T09:39:06","modified_gmt":"2023-03-23T01:39:06","slug":"openvino-tutorial-model-optimizer","status":"publish","type":"courses","link":"https:\/\/makerpro.cc\/makerlearn\/courses\/openvino-tutorial-model-optimizer\/","title":{"rendered":"\u3010Edge AI\u958b\u767c\u5de5\u5177\u3011OpenVINO\u529f\u80fd\u6559\u5b78 \u2500 \u6a21\u578b\u512a\u5316\u5668\uff08Model Optimizer\uff09"},"content":{"rendered":"

\u5c0d\u65bc\u5df2\u7d93\u4e86\u89e3Edge AI\u80fd\u63d0\u4f9b\u4ec0\u9ebc\u6a23\u7684\u512a\u52e2\u8207\u591a\u6a23\u5316\u667a\u6167\u529f\u80fd\u7684\u958b\u767c\u8005\u4f86\u8aaa\uff0c\u61c9\u8a72\u90fd\u8feb\u4e0d\u53ca\u5f85\u60f3\u52d5\u624b\u5617\u8a66\u6253\u9020\u5fc3\u76ee\u4e2d\u7684\u5275\u65b0\u61c9\u7528\u3002\u5728\u672c\u7cfb\u5217\u8ab2\u7a0b\u7684\u7b2c\u4e00\u5802\u8ab2<\/a>\uff0c\u6211\u5011\u4ecb\u7d39\u4e86\u4e00\u5957\u80fd\u8b93\u958b\u767c\u8005\u8f15\u9b06\u5be6\u73feEdge AI\u61c9\u7528\u7684\u958b\u653e\u6027\u5de5\u5177\u5e73\u53f0OpenVINO\uff0c\u5b83\u5177\u5099\u7c21\u5316\u7684\u958b\u767c\u6d41\u7a0b\uff0c\u50c5\u9700\u7de8\u5beb\u4e00\u6b21\u7a0b\u5f0f\u78bc\u6216\u6f14\u7b97\u6cd5\uff0c\u5c31\u53ef\u4ee5\u5728\u4e0d\u540c\u7684Intel\u67b6\u69cb\u5e73\u53f0\u90e8\u7f72\u6df1\u5ea6\u5b78\u7fd2\uff0c\u53d6\u5f97\u5feb\u901f\u3001\u6e96\u78ba\u7684\u63a8\u8ad6\u7d50\u679c\u3002<\/p>\n

OpenVINO\u6709\u4e00\u500b\u975e\u5e38\u91cd\u8981\u7684\u5143\u4ef6\u662f\u6a21\u578b\u512a\u5316\u5668(Model Optimizer\uff0cMO)\uff0c\u5176\u529f\u80fd\u662f\u80fd\u70ba\u5df2\u8a13\u7df4\u7684AI\u6a21\u578b\u505a\u6700\u4f73\u5316\uff0c\u4e26\u652f\u63f4\u5404\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u56e0\u6b64\u7121\u8ad6\u958b\u767c\u8005\u63a1\u7528\u7684\u6846\u67b6\u662fTensorFlow\u3001 PyTorch\u6216MXNet\u2026\u7b49\u7b49\uff0c\u90fd\u80fd\u900f\u904eMO\u5b8c\u6210\u8f49\u6a94\uff0c\u5c07\u6700\u4f73\u5316\u6a21\u578b\u90e8\u7f72\u65bcCPU\u3001iGPU\u3001FPGA\u6216\u662fVPU\u7b49\u5e95\u5c64\u6307\u4ee4\u96c6\u5404\u81ea\u4e0d\u540c\u7684\u786c\u9ad4\u5e73\u53f0\uff1b\u9019\u662f\u5229\u7528OpenVINO\u958b\u767cEdge AI\u7684\u6d41\u7a0b\u4e2d\u975e\u5e38\u95dc\u9375\u7684\u6b65\u9a5f\uff0c\u4e5f\u80fd\u70ba\u958b\u767c\u8005\u89e3\u6c7a\u8a31\u591a\u958b\u767c\u904e\u7a0b\u4e2d\u7684\u75db\u9ede\u3002<\/p>\n

\u672c\u8ab2\u7a0b\u4e2d\u900f\u904e\u5169\u4f4d\u5c08\u696d\u8b1b\u5e2b\u7684\u8a73\u7d30\u8b1b\u89e3\u4ee5\u53ca\u5be6\u969b\u793a\u7bc4\u64cd\u4f5c\uff0c\u60a8\u5c07\u6e05\u695a\u8a8d\u8b58MO\u67b6\u69cb\u8207\u5404\u7a2e\u529f\u80fd\uff0c\u8b93\u60a8\u5c0d\u65bcEdgeAI\u5c08\u6848\u7684\u958b\u767c\u66f4\u5f97\u5fc3\u61c9\u624b\u3002<\/p>\n

 <\/p>\n

\"\"<\/p>\n

#1 Model Optimizer<\/strong>\u6a21\u578b\u512a\u5316\u5668\u67b6\u69cb\u8207\u529f\u80fd\u4ecb\u7d39\uff5cJacko Chiu<\/strong><\/p>\n

\u5728\u672c\u7bc0\u8ab2\u7a0b\uff0c\u8b1b\u5e2b\u5c07\u7531Model Optimizer\u5728OpenVINO\u5e73\u53f0\u7684\u958b\u767c\u6d41\u7a0b\u4e2d\u6240\u626e\u6f14\u7684\u89d2\u8272\u8aaa\u8d77\uff0c\u4ecb\u7d39MO\u7684\u6a21\u578b\u6700\u4f73\u5316\u65b9\u5f0f\u8207\u529f\u80fd\uff1b\u4f8b\u5982\u8003\u91cf\u5230Edge AI\u88dd\u7f6e\u7684\u8a18\u61b6\u9ad4\u5132\u5b58\u5bb9\u91cf\u3001\u529f\u8017\u6709\u9650\uff0cMO\u80fd\u5c07\u8a13\u7df4\u5f8c\u7684AI\u6a21\u578b\u8f49\u63db\u70ba\u4e0d\u81f3\u65bc\u5931\u53bb\u592a\u591a\u7cbe\u5ea6\u3001\u5c3a\u5bf8\u537b\u66f4\u5c0f\u7684\u6a94\u6848\u3002<\/p>\n

\"\"<\/p>\n

\u56e0\u70baMO\u5f37\u8abf\u8207\u5404\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\u7684\u76f8\u5bb9\u6027\uff0c\u8f49\u63db\u6a94\u6848\u7684\u6b65\u9a5f\u975e\u5e38\u7c21\u55ae\uff0c\u4e0d\u9700\u8981\u7279\u5225\u9032\u884c\u7a0b\u5f0f\u78bc\u7684\u4fee\u6539\u7b49\u7e41\u7463\u5de5\u4f5c\u3002<\/p>\n

\"\"<\/p>\n

\u53ea\u8981\u5728\u958b\u59cb\u4f7f\u7528MO\u5de5\u5177\u4e4b\u524d\u5225\u5fd8\u4e86\u4e00\u4e9b\u5fc5\u8981\u7684\u53c3\u6578\u8a2d\u5b9a\uff0c\u4ee5\u53ca\u78ba\u5b9aOpenVINO Runtime\u8207\u5de5\u5177\u7684\u7248\u672c\u662f\u5426\u76f8\u540c\uff0c\u5c31\u53ef\u4ee5\u8f15\u9b06\u958b\u59cb\u6a21\u578b\u6700\u4f73\u5316\u6d41\u7a0b\u3002<\/p>\n

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#2 <\/strong>\u4f7f\u7528\u6a21\u578b\u512a\u5316\u5668\u8f49\u63db<\/strong> Tensorflow Keras <\/strong>\u9810\u8a13\u7df4\u6a21\u578b<\/strong> | Bryan Sung<\/strong><\/p>\n

\u5982\u679c\u524d\u9762\u7684\u67b6\u69cb\u8207\u529f\u80fd\u4ecb\u7d39\u9084\u4e0d\u5920\u8b93\u60a8\u4e86\u89e3MO\u7684\u5f37\u5927\uff0c\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u8b1b\u5e2b\u5c07\u900f\u904e\u5be6\u969b\u7684\u64cd\u4f5c\u8b1b\u89e3\u5982\u4f55\u5c07TensorFlow\u6846\u67b6\u6a21\u578b\u8f49\u63db\u70baOpenVINO\u7684IR\u6a94\uff0c\u4e26\u4ee5\u5169\u7a2e\u6700\u71b1\u9580\u7684\u6a21\u578bYOLOv4\u8207EfficientDet\u4f5c\u70ba\u7bc4\u4f8b\u3002\u5feb\u4f86\u8ddf\u8457\u8b1b\u5e2b\u4e00\u6b65\u6b65\u5b78\u7fd2\u5982\u4f55\u5feb\u901f\u5be6\u73fe\u5275\u65b0\u61c9\u7528\u843d\u5730\uff01<\/p>\n

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\u00a0<\/strong>#3 <\/strong>\u4f7f\u7528<\/strong>Model Optimizer<\/strong>\u8f49\u63db<\/strong>PyTorch ONNX<\/strong>\u9810\u8a13\u7df4\u6a21\u578b<\/strong> | Jacko.Chiu<\/strong><\/p>\n

\u6b64\u5916\u91dd\u5c0d\u5f9ePyTorch\u6846\u67b6\u8f38\u51faONNX\u6a21\u578b\u683c\u5f0f\uff0cMO\u4e5f\u80fd\u8f15\u9b06\u8f49\u63db\u70baOpenVINO\u7684IR\u6a94\uff1b\u5728\u672c\u7bc0\u8ab2\u7a0b\u4e2d\uff0c\u5c08\u696d\u8b1b\u5e2b\u5c07\u70ba\u5927\u5bb6\u793a\u7bc4\u5982\u4f55\u4e0d\u8cbb\u5439\u7070\u4e4b\u529b\u5b8c\u6210\u8f49\u6a94\u4efb\u52d9\u3002<\/p>\n

\"\"<\/p>\n

\u3010\u8b1b\u5e2b\u4ecb\u7d39\u3011<\/strong><\/h3>\n

\u90b1\u54ff\u632f\u00a0Jacko Chiu<\/strong><\/p>\n

\"\"<\/p>\n

\u73fe\u4efb\u6587\u66c4\u79d1\u6280FAE\uff0c\u8ca0\u8cacIntel\u7522\u54c1\u7dda\uff0c\u4e3b\u8981\u8ca0\u8cac\u6559\u80b2\u5ba2\u6236\u4f7f\u7528OpenVINO\u3002\u7814\u7a76\u5c08\u9577\uff1a\u5bc6\u78bc\u5b78\u3001\u8cc7\u8a0a\u5b89\u5168\u3001\u7db2\u8def\u5b89\u5168\u3001\u8207\u96b1\u79c1\u4fdd\u8b77\u6280\u8853\u719f\u6089VPN Router firewall\/QoS\u3001OpenWRT\u7b49\u901a\u8a0a\u6280\u8853\uff0cPCI\u5b89\u5168\u6a21\u7d44\u5728POS\u7684\u5efa\u7f6e\uff0c\u4ee5\u53ca\u91d1\u878d\u4ea4\u6613\u7cfb\u7d71\u7684\u76f8\u95dc\u958b\u767c\u5de5\u4f5c\u3002<\/p>\n

 <\/p>\n

\u5b8b\u8302\u5168 Bryan Sung<\/strong><\/p>\n

\"\"<\/p>\n

\u5728\u77e5\u540d\u96fb\u5b50\u696d\u4ee3\u7406\u5546\u7684\u5148\u9032\u6578\u4f4d\u5f71\u50cf\u5be6\u9a57\u5ba4\u5f9e\u4e8b\u7814\u7a76\u5de5\u4f5c\u9577\u905415\u5e74\u3002\u66f4\u65e9\u5728\u4e2d\u83ef\u96fb\u4fe1\u7814\u7a76\u9662\u64d4\u4efb\u52a9\u7406\u7814\u7a76\u54e1\u3002\u64c1\u6709\u591a\u7bc7\u591a\u5a92\u9ad4\u5f71\u50cf\u4e32\u6d41\u6280\u8853\u76f8\u95dc\u5c08\u5229\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

OpenVINO\u6709\u4e00\u500b\u975e\u5e38\u91cd\u8981\u7684\u5143\u4ef6\u662f\u6a21\u578b\u512a\u5316\u5668(Model Optimizer\uff0cMO)\uff0c\u5176\u529f\u80fd\u662f\u80fd\u70ba\u5df2\u8a13\u7df4\u7684AI\u6a21\u578b\u505a\u6700\u4f73\u5316\uff0c\u4e26\u652f\u63f4\u5404\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6… \u672c\u8ab2\u7a0b\u5c07\u6e05\u695a\u8a8d\u8b58MO\u67b6\u69cb\u8207\u5404\u7a2e\u529f\u80fd\uff0c\u8b93\u60a8\u5c0d\u65bcEdgeAI\u5c08\u6848\u7684\u958b\u767c\u66f4\u5f97\u5fc3\u61c9\u624b\u3002<\/p>\n","protected":false},"author":9827,"featured_media":11017,"template":"","course-category":[84,237,91,166],"course-tag":[221,146,245],"class_list":["post-10989","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-edge-ai","course-category-openvino","course-category-iot","course-category-course","course-tag-edge-ai","course-tag-openvino","course-tag-mo","description-off"],"acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/10989","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/users\/9827"}],"version-history":[{"count":5,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/10989\/revisions"}],"predecessor-version":[{"id":11016,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/10989\/revisions\/11016"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media\/11017"}],"wp:attachment":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media?parent=10989"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-category?post=10989"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-tag?post=10989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}