{"id":1384686,"date":"2023-06-13T16:55:39","date_gmt":"2023-06-13T08:55:39","guid":{"rendered":"https:\/\/makerpro.cc\/makerlearn\/?post_type=courses&p=1384686"},"modified":"2024-01-01T22:00:11","modified_gmt":"2024-01-01T14:00:11","slug":"teachable-machine-x-tensorflow-to-realize-edge-ai-projects","status":"publish","type":"courses","link":"https:\/\/makerpro.cc\/makerlearn\/courses\/teachable-machine-x-tensorflow-to-realize-edge-ai-projects\/","title":{"rendered":"\u7528Teachable Machine x TensorFlow\u5be6\u73feEdge AI\u5c08\u6848"},"content":{"rendered":"

\u4eca\u65e5AI\u5df2\u4e0d\u50c5\u662f\u9580\u986f\u5b78\uff0c\u66f4\u6f38\u6f38\u767c\u5c55\u6210\u70ba\u4e00\u9580\u901a\u8b58\u6280\u80fd\uff0c\u56e0\u70ba\u6709\u6108\u4f86\u6108\u591a\u76f4\u89ba\u3001\u6613\u7528\u7684AI\u958b\u767c\u5de5\u5177\u553e\u624b\u53ef\u5f97\uff0c\u800cTeachable Machine\u7d50\u5408TensorFlow\u5c31\u662f\u5176\u4e2d\u7684\u4ee3\u8868\uff1a\u7576\u4f60\u6709\u4e86AI\u61c9\u7528\u7684\u60f3\u6cd5\uff0c\u53ef\u64cd\u4f5cTeachable Machine\u4f86\u5feb\u901f\u8a13\u7df4\u51fa\u4e00\u5957AI\u6a21\u578b\uff0c\u532f\u51fa\u5f8c\u900f\u904e\u71b1\u9580\u7684\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6 – TensorFlow\u5373\u53ef\u5be6\u73fe\u5728Edge\u7aef\u7684\u63a8\u8ad6\u61c9\u7528\u3002\u672c\u8b1b\u5ea7\u8ab2\u5c07\u4ee53\u500b\u55ae\u5143\u5e36\u60a8\u719f\u6089\u9019\u5957\u958b\u767c\u6d41\u7a0b\u3002<\/p>\n

\u3010\u8ab2\u7a0b\u55ae\u5143\u3011<\/p>\n

\"\"<\/p>\n

Teachable Machine\u662fGoogle \u65bc 2017 \u767c\u8868\u7684\u7dda\u4e0a\u6df1\u5ea6\u5b78\u7fd2\u5f71\u50cf\u5206\u985e\u8a13\u7df4\u5de5\u5177\uff0c\u80fd\u5354\u52a9\u958b\u767c\u8005\u5feb\u901f\u8a13\u7df4\u5f71\u50cf\u5206\u985e\u6a21\u578b\u30022019 \u5e74\u63a8\u51fa V2 \u7248\u672c\uff0c\u6709\u66f4\u591a\u529f\u80fd\u4e5f\u66f4\u6709\u5f48\u6027\uff0c\u652f\u63f4\u4e09\u7a2e\u5c08\u6848\u985e\u578b\uff1a\u5f71\u50cf\u5206\u985e(image)\u3001\u4eba\u9ad4\u59ff\u52e2\u5206\u985e(pose)\u3001\u8072\u97f3\u5206\u985e(audio)\u3002<\/p>\n

\u672c\u55ae\u5143\u7684\u76ee\u7684\u662f\u6559\u60a8\u7c21\u6613\u4f7f\u7528 Teachable Machine \u5be6\u4f5c Edge AI\uff0c\u6574\u5408\u611f\u6e2c\u5668\u5feb\u901f\u5be6\u4f5c\u5c08\u6848\u96db\u5f62\u3002\u9996\u5148\u5c07\u5e36\u9818\u60a8\u8a8d\u8b58Teachable Machine\u7684\u64cd\u4f5c\uff1a\u8490\u96c6\u8cc7\u6599\u3001\u8a13\u7df4\u6a21\u578b\u3001\u532f\u51fa\u61c9\u7528\uff0c\u518d\u4ee5\u4e00\u500b\u5be6\u4f5c\u7bc4\u4f8b\u6559\u60a8\u8a13\u7df4\u81ea\u5df1\u7684\u7b2c\u4e00\u500b\u6a21\u578b\u3002<\/p>\n

\"\"<\/p>\n

\u63a5\u8457\uff0c\u672c\u55ae\u5143\u9084\u5c07\u6559\u60a8\u8cc7\u6599\u6536\u96c6\u7684\u6280\u5de7\uff08\u76ee\u6a19\u660e\u78ba\u3001\u80cc\u666f\u4e7e\u6de8\u3001\u7279\u5fb5\u660e\u986f\uff09\uff0c\u548c\u8d85\u53c3\u6578\uff08\u5b78\u7fd2\u7387\u3001\u8fed\u4ee3\u6b21\u6578\u3001\u6279\u91cf\u5927\u5c0f\uff09\u7684\u8a2d\u5b9a\uff0c\u8b93\u60a8\u7684\u6a21\u578b\u6709\u66f4\u9ad8\u7684\u6e96\u78ba\u6027\u3002<\/p>\n

\"\"<\/p>\n

\"\"<\/p>\n

TensorFlow\uff08TF\uff09\u70ba\u76ee\u524d\u4e3b\u6d41\u7684\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u672c\u55ae\u5143\u9664\u4e86\u5e36\u5927\u5bb6\u9ad4\u9a57\u4e00\u4e0bTensorFlow\u9019\u500b\u8edf\u9ad4\u6846\u67b6\u8a72\u5982\u4f55\u64cd\u4f5c\u5916\uff0c\u6703\u63a5\u7e8c\u4e0a\u4e00\u55ae\u5143\uff0c\u5c07Teachable Machine\u8a13\u7df4\u51fa\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u532f\u51fa\u6210TensorFlow\u6a21\u578b\uff0c\u4e26\u4f7f\u7528Colab\u5be6\u4f5cTensorFlow\u9077\u79fb\u5b78\u7fd2\uff08Transfer Learning\uff09\uff0c\u9054\u5230\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u7684\u76ee\u6a19\u3002<\/p>\n

\"\"<\/p>\n

\u63a5\u8457\u5c07\u4ecb\u7d39TensorFlow\u65bcEdge\u7aef\u5be6\u73fe\u63a8\u8ad6\u61c9\u7528\u7684\u5e7e\u7a2e\u65b9\u6848\uff0c\u4f9d\u64da\u6700\u7d42\u4f7f\u7528\u7684\u65b9\u5f0f\uff0cTensorFlow\u53ef\u4ee5\u6709\u6578\u7a2e\u4e0d\u540c\u7684\u4f48\u7f72\u65b9\u5f0f\uff0c\u4f8b\u5982TensorFlow.js\u9069\u5408\u61c9\u7528\u65bc\u7db2\u9801\uff0cTensorFlow Lite\u9069\u5408\u7528\u65bc\u5d4c\u5165\u5f0f\u7cfb\u7d71\uff0c\u800c\u6676\u7247\u4f9b\u61c9\u5546\u4e5f\u6709\u63d0\u4f9b\u5404\u81ea\u7684\u7b2c\u4e09\u65b9\u6700\u4f73\u5316\u5957\u4ef6\uff0c\u4f8b\u5982NVIDIA\u7684TensorRT\uff0c\u4ee5\u53caIntel\u7684OpenVINO\u3002<\/p>\n

\"\"<\/p>\n

\u672c\u55ae\u5143\u5c07\u4ee5\u958b\u767c\u677f\u8fa8\u8b58AI\u7cfb\u7d71\u7684\u958b\u767c\u70ba\u4f8b\uff0c\u5e36\u9818\u60a8\u5c07Teachable Machine\u532f\u51fa\u7684TensorFlow Lite\u6a21\u578b\u4f48\u7f72\u5230\u6a39\u8393\u6d3e\u53caVIA Pixetto\u4e0a\uff0c\u8b93\u60a8\u9ad4\u9a57Edge AI\u96db\u578b\u958b\u767c\u7684\u5177\u9ad4\u6d41\u7a0b\uff0c\u9032\u800c\u638c\u63e1\u5982\u4f55\u958b\u767c\u81ea\u5df1\u7684AI\u5c08\u6848\u3002<\/p>\n

\"\"<\/p>\n

 <\/p>\n

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

Felix Lin<\/strong>\u8001\u5e2b<\/strong><\/p>\n

\"\"<\/p>\n

Felix\u73fe\u4efbiCShop \u6de9\u8000\u96fb\u5b50\u7d93\u7406\uff0c\u4ee5\u53ca\u5275\u5ba2\u95a3\u6a13\u793e\u7fa4\u53ec\u96c6\u4eba\u3001MakerPRO\u5c08\u6b04\u4f5c\u8005\u53ca\u8b1b\u5e2b\uff0c\u66fe\u5275\u8fa6\u4e9e\u5824\u6559\u80b2\u5718\u968a\u3002\u4ed6\u7562\u696d\u65bc\u9ad8\u61c9\u5927\u96fb\u6a5f\u6240\uff0c\u5728\u96fb\u5b50\u7522\u696d\u4efb\u8077\u591a\u5e74\uff0c\u7814\u7a76\u9818\u57df\u5305\u62ec\u4eba\u5de5\u667a\u6167\u3001\u7269\u806f\u7db2\u53ca\u5d4c\u5165\u5f0f\u7cfb\u7d71\u7b49\u7b49\uff0c\u4e26\u64d4\u4efb\u904e\u5927\u5c08\u9662\u6821\u3001\u9ad8\u4e2d\u8077\u53ca\u5275\u5ba2\u793e\u7fa4\u8b1b\u5e2b\uff0c\u6388\u8ab2\u7d93\u9a57\u8c50\u5bcc\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4eca\u65e5AI\u5df2\u4e0d\u50c5\u662f\u9580\u986f\u5b78\uff0c\u66f4\u6f38\u6f38\u767c\u5c55\u6210\u70ba\u4e00\u9580\u901a\u8b58\u6280\u80fd\uff0c\u56e0\u70ba\u6709\u6108\u4f86\u6108\u591a\u76f4\u89ba\u3001\u6613\u7528\u7684AI\u958b\u767c\u5de5\u5177\u553e\u624b\u53ef\u5f97\uff0c\u800cTeachable Machine\u7d50\u5408TensorFlow\u5c31\u662f\u5176\u4e2d\u7684\u4ee3\u8868\uff1a\u7576\u4f60\u6709\u4e86AI\u61c9\u7528\u7684\u60f3\u6cd5\uff0c\u53ef\u64cd\u4f5cTeachable Machine\u4f86\u5feb\u901f\u8a13\u7df4\u51fa\u4e00\u5957AI\u6a21\u578b\uff0c\u532f\u51fa\u5f8c\u900f\u904eTensorFlow\u5373\u53ef\u5be6\u73fe\u5728Edge\u7aef\u7684\u63a8\u8ad6\u61c9\u7528\u3002\u672c\u8b1b\u5ea7\u8ab2\u5c07\u4ee54\u500b\u5be6\u4f5c\u6848\u4f8b\u5e36\u60a8\u719f\u6089\u9019\u5957\u958b\u767c\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":9881,"featured_media":1384687,"template":"","course-category":[84,88,882,166],"course-tag":[221,224,800,802,801],"class_list":["post-1384686","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-edge-ai","course-category-ai","course-category-editor-choice","course-category-course","course-tag-edge-ai","course-tag-teachable-machine","course-tag-tensorflow","course-tag-transfer-learning","course-tag-801","description-off"],"acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1384686","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\/9881"}],"version-history":[{"count":13,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1384686\/revisions"}],"predecessor-version":[{"id":1386158,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1384686\/revisions\/1386158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media\/1384687"}],"wp:attachment":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media?parent=1384686"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-category?post=1384686"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-tag?post=1384686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}