{"id":1392997,"date":"2023-08-07T15:59:38","date_gmt":"2023-08-07T07:59:38","guid":{"rendered":"https:\/\/makerpro.cc\/makerlearn\/?post_type=courses&p=1392997"},"modified":"2024-01-01T21:56:16","modified_gmt":"2024-01-01T13:56:16","slug":"use-jetson-orin-module-to-build-advanced-ai-applications","status":"publish","type":"courses","link":"https:\/\/makerpro.cc\/makerlearn\/courses\/use-jetson-orin-module-to-build-advanced-ai-applications\/","title":{"rendered":"\u904b\u7528Jetson Orin\u2122 \u6a21\u7d44\u6253\u9020\u5148\u9032\u8996\u89baAI\u61c9\u7528"},"content":{"rendered":"

\u5982\u4eca\u5404\u500b\u9818\u57df\u90fd\u5728\u4f7f\u7528AI\u4f86\u5275\u9020\u5168\u65b0\u7684\u61c9\u7528\u50f9\u503c\uff0c\u5176\u4e2d\u63a1\u7528\u6df1\u5ea6\u5b78\u7fd2\u7684\u5148\u9032\u8996\u89baAI\u6280\u8853\uff0c\u66f4\u662f\u5c55\u73fe\u51fa\u6975\u5177\u8aaa\u670d\u529b\u7684\u5f71\u97ff\u529b\uff0c\u5305\u62ec\u8b93\u4eba\u5011\u7684\u79fb\u52d5\u65b9\u5f0f\u66f4\u6709\u6548\u7387\u3001\u6d3b\u52d5\u7a7a\u9593\u66f4\u70ba\u5b89\u5168\uff0c\u4e26\u767c\u5c55\u51fa\u88fd\u9020\u3001\u914d\u9001\u548c\u56de\u6536\u5546\u54c1\u6216\u5ee2\u68c4\u7269\u7684\u65b0\u65b9\u6cd5\u3002<\/p>\n

\u5728AI\u843d\u5730\u7684\u80cc\u5f8c\uff0cNVIDIA\u4e0d\u50c5\u5728\u96f2\u7aef\u3001\u8cc7\u6599\u4e2d\u5fc3\u626e\u6f14\u4e86\u6a21\u578b\u8a13\u7df4\u7684\u8209\u8db3\u8f15\u91cd\u89d2\u8272\uff0c\u5728\u908a\u7de3\u5834\u57df\u7684\u90e8\u7f72\u4e0a\uff0c\u540c\u6a23\u4e5f\u63d0\u4f9b\u9ad8\u5ea6\u76f8\u5bb9\u7684Jetson\u8edf\u786c\u9ad4\u89e3\u6c7a\u65b9\u6848\uff0c\u8b93\u958b\u767c\u8005\u53ea\u9700\u958b\u767c\u4e00\u6b21\uff0c\u5373\u53ef\u5728\u4efb\u4f55\u5730\u65b9\u90e8\u7f72\uff0c\u9032\u800c\u80fd\u52a0\u901f\u61c9\u7528\u4e0a\u5e02\u843d\u5730\u7684\u6642\u9593\u3002<\/p>\n

\u5982\u679c\u60a8\u6b63\u6e96\u5099\u6295\u5165AI\u7684\u8996\u89ba\u61c9\u7528\u958b\u767c\u5de5\u4f5c\uff0c\u4f46\u5c0dJetson Orin\u2122 \u6a21\u7d44\u53ca\u958b\u767c\u5957\u4ef6\u4ecd\u4e0d\u719f\u6089\uff0c\u5343\u842c\u4e0d\u8981\u932f\u904e\u4e86\u9019\u5802\u7531\u5c24\u54f2\u54f2\u8001\u5e2b\u958b\u7684\u8ab2\uff0c\u5728\u4e00\u5c0f\u6642\u7684\u6642\u9593\u4e2d\u5e36\u9818\u60a8\u638c\u63e1\u5b83\u5011\u7684\u529f\u80fd\u7279\u8272\u53ca\u958b\u767c\u5de5\u5177\u74b0\u5883\uff0c\u4e26\u5be6\u969bDemo\u8996\u89baAI\u61c9\u7528\u7684\u958b\u767c\u6848\u4f8b\u3002<\/p>\n

\u6700\u5f8c\u7531\u76ca\u767b\u79d1\u6280\u8b1b\u5e2bForrest\u5c55\u671bJetson Orin\u2122 \u7684\u300c\u524d\u77bb\u61c9\u7528\u300d\uff0c\u5305\u62ec\u300c\u6578\u4f4d\u5b7f\u751f\u300d\uff08Digital Twin\uff09\u7684AI\u8a2d\u8a08\u8207\u61c9\u7528\u9700\u6c42\uff0c\u4ee5\u53ca\u8a8d\u8b58\u9069\u5408\u958b\u767c\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u7684TAO \u5de5\u5177\u5957\u4ef6\u3002<\/p>\n

\u55ae\u51431: \u908a\u7de3\u904b\u7b97\u7684\u9700\u6c42\u8207\u9650\u5236<\/strong><\/h3>\n

\u5c24\u6fec\u54f2\u8001\u5e2b\u9996\u5148\u5c31\u300e\u908a\u7de3\u904b\u7b97\u300f\u6982\u5ff5\u4f5c\u4ecb\u7d39\uff1a\u300c\u908a\u7de3\u904b\u7b97\u662f\u5c07\u62cd\u651d\u5f71\u50cf\u6216\u611f\u6e2c\u8cc7\u6599\u76f4\u63a5\u5728\u61c9\u7528\u5834\u57df\u73fe\u5834\u505a\u904b\u7b97\u8655\u7406\uff0c\u800c\u975e\u9001\u5230\u96f2\u7aef\u904b\u7b97\u3002\u300d\u4ee5\u81ea\u52d5\u99d5\u99db\u7684\u8eca\u8f1b\u70ba\u4f8b\uff0c\u7576\u5b83\u5728\u8def\u4e0a\u5075\u6e2c\u5230\u524d\u65b9\u6709\u884c\u4eba\u6642\uff0c\u82e5\u9700\u5c07\u5075\u6e2c\u5230\u7684\u8cc7\u8a0a\u4e0a\u50b3\u5230\u96f2\u7aef\u8a08\u7b97\uff0c\u518d\u767c\u51fa\u6307\u4ee4\u524e\u8eca\uff0c\u6050\u6015\u7de9\u4e0d\u6fdf\u6025\uff1b\u300e\u908a\u7de3\u904b\u7b97\u300f\u7684\u6982\u5ff5\u662f\u5c07\u9019\u4e9b\u5075\u6e2c\u5230\u7684\u8cc7\u8a0a\uff0c\u76f4\u63a5\u5728\u81ea\u8eab\u6a21\u7d44\u4e0a\u904b\u7b97\u4e26\u505a\u51fa\u5373\u6642\u53cd\u61c9\u3002<\/p>\n

\u7531\u65bc\u73fe\u5834\u90e8\u7f72\u7684\u74b0\u5883\u9650\u5236\u5927\uff0c\u300e\u908a\u7de3\u88dd\u7f6e\u300f\u5fc5\u9808\u9054\u5230\u6700\u4f73\u5316\u904b\u7b97\u529b\u3001\u4f4e\u529f\u8017\u3001\u9ad4\u7a4d\u5c0f\u8207\u9ad8\u6548\u80fd\u7b49\u76ee\u6a19\uff0c\u50b3\u7d71\u7684\u7b46\u96fb\u3001\u96fb\u8166\u90fd\u7121\u6cd5\u9054\u6210\u9019\u6a23\u7684\u76ee\u6a19\uff0cJetson Orin\u6a21\u7d44\u9019\u6a23\u7684\u8ff7\u4f60\u4e3b\u6a5f\u6a21\u7d44\u5247\u662f\u66f4\u7406\u60f3\u7684\u9078\u64c7\u3002<\/p>\n

\"\"<\/p>\n

\u55ae\u51432: Jetson Orin\u6a21\u7d44\u7684\u6548\u80fd\u5be6\u6e2c<\/strong><\/h3>\n

\u5c24\u6fec\u54f2\u8868\u793a\uff0cJetson Nano\u7cfb\u5217\u5bb6\u65cf\u81ea2014\u5e74\u554f\u4e16\u4ee5\u4f86\uff0c\u81f3\u4eca\u8fd110\u5e74\uff0c\u6700\u65b0\u7684Orin AGX\u6548\u80fd\u8207\u65e9\u671f\u7684Jetson Nano\u76f8\u6bd4\u8f03\uff0c\u6548\u80fd\u8d85\u524d4~5\u500d(\u53c3\u7167\u9644\u5716)\uff0c\u4e14\u5168\u529f\u80fd\u904b\u8f49\u6642\u7684\u8017\u80fd\u50c525W\uff0c\u9ad4\u7a4d\u66f4\u9060\u5c0f\u65bc\u684c\u4e0a\u578b\u96fb\u8166\u3002\u4ed6\u5be6\u6a5f\u5c55\u793a\u4e00\u4e9b\u4f7f\u7528\u60c5\u5883\uff0c\u4f8b\u5982\u4ee5PeopleNet\u80a2\u9ad4\u6aa2\u6e2c\u4f86\u505a\u6bd4\u8f03\uff0c\u5f85\u6a5f\u72c0\u614b\u529f\u8017\u7d0410W\u4e0a\u4e0b\uff0c\u55ae\u4eba\u745c\u73c8\u5075\u6e2c(FPS123)\u7d0420W\uff0c\u5718\u9ad4\u821e\u8e48\u5075\u6e2c(FPS116.4)\u7d0421W\u5de6\u53f3\uff0c\u9019\u6a23\u7684\u529f\u8017\u8868\u73fe\u4ee4\u4eba\u6eff\u610f\u3002<\/p>\n

\"\"<\/p>\n

Jetson Orin Nano\u7684\u6548\u80fd\uff0c\u5927\u7d04\u4ecb\u65bcRTX3060\u3001RTX3070\u5169\u8005\u986f\u793a\u5361GPU\u4e4b\u9593\uff0c\u4f46\u8017\u80fd\u50c51\/3~1\/2\uff0c\u9084\u6c92\u7b97\u4e0a\u4e3b\u6a5f\u96f6\u7d44\u4ef6\u7684\u8017\u80fd\u3002\u53e6\u5916\u5c24\u6fec\u54f2\u4ee5\u9ad8\u901f\u516c\u8def\u8eca\u8f1b\u5075\u6e2c\u5f71\u7247\u70ba\u4f8b\uff0c\u5728DARKNET\u7269\u4ef6\u6aa2\u6e2c\u90e8\u5206\uff0c\u4ee5\u76ee\u524d\u5e38\u7528\u7684YOLOv4\u8207\u8f03\u65b0\u7684YOLOv7\u5169\u7a2e\u6f14\u7b97\u6cd5\u6bd4\u8f03\uff0c\u8fa8\u8b58\u8eca\u8f1b\u7684\u6e96\u78ba\u5ea6\u90fd\u5920\u9ad8\uff0c\u529f\u8017\u7d0430~33W\u5de6\u53f3\u3002YOLOv8\u7684\u8fa8\u8b58\u5ea6\u5dee\u4e0d\u591a\uff0c\u529f\u8017\u5247\u964d\u4f4e\u5230\u8fd120W\uff0c\u4e14\u6eab\u5ea6\u90fd\u6c92\u8d85\u904e50\u2103\u3002<\/p>\n

\"\"<\/p>\n

\u55ae\u51433: NVIDIA OMNIVERSE\u5e73\u53f0 \u8207 TAO \u5de5\u5177\u7d44<\/strong><\/h3>\n

Forrest\u5247\u5206\u4eabNVIDIA\u7684OMNIVERSE\u8207TAO\u5de5\u5177\u5305\u7684\u61c9\u7528\uff0c\u4ed6\u4ee5\u96fb\u5f71\u300e\u92fc\u9435\u4eba\u300f\u4e2d\uff0c\u53f2\u5854\u514b\u64cd\u63a7\u865b\u64ec\u5f71\u50cf\u70ba\u4f8b\u6307\u51fa\uff0c\u5c07\u73fe\u5be6\u4e16\u754c\u5316\u70ba\u865b\u64ec\u5f71\u50cf\u7684\u61c9\u7528\u5c07\u6703\u6108\u4f86\u6108\u666e\u53ca\uff0c\u9019\u548c\u6578\u4f4d\u5b7f\u751f\uff08Digital Twin\uff09\u53d7\u5230\u91cd\u8996\u5f88\u6709\u95dc\u4fc2\uff0cNVIDIA\u63a8\u51fa\u7684Omniverse\u5e73\u53f0\u5247\u6709\u52a9\u65bc\u6578\u4f4d\u5b7f\u751f\u76ee\u6a19\u7684\u5be6\u73fe\u3002\u4ed6\u8aaa\uff1a\u300c\u4ee5\u6c7d\u8eca\u7684\u958b\u767c\u904e\u7a0b\u70ba\u4f8b\uff0c\u5176\u5916\u578b\u7684\u8a2d\u8a08\u767c\u60f3\u3001\u5167\u88dd\u7684\u8a2d\u8a08\u6a21\u64ec\uff0c\u5230\u81ea\u52d5\u99d5\u99db\u60c5\u5883\u7684\u5c0e\u5165\uff0c\u90fd\u53ef\u7528Omniverse\u5728\u6578\u4f4d\u4e16\u754c\u5148\u505a\u51fa\u4e00\u5957\u4f86\u3002<\/p>\n

\"\"<\/p>\n

Forrest\u66f4\u5206\u4eab\u4e86\u76ee\u524d\u5728AI\u6a21\u578b\u7684\u8a13\u7df4\u4e0a\uff0c\u9084\u9700\u8981\u300e\u9935\u990a\u300f\u5927\u91cf\u7684\u8cc7\u6599\u8ddf\u6a23\u672c\uff0c\u91dd\u5c0d\u8a13\u7df4AI\u4ee5\u7522\u51fa\u6240\u9700\u7684\u6a21\u578b\uff0cNVIDIA\u4e5f\u63d0\u51fa\u4e86\u4e00\u500b\u89e3\u6c7a\u65b9\u6848\uff1aTAO Toolkits\u3002TAO \u5de5\u5177\u5957\u4ef6\u662f\u4e00\u6b3e Python \u5de5\u5177\u5957\u4ef6\uff0c\u8b93\u958b\u767c\u8005\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u8cc7\u6599\uff0c\u81ea\u8a02\u5c08\u7528\u3001\u7d93\u904e\u9810\u5148\u8a13\u7df4\u7684\u795e\u7d93\u6a21\u578b\u3002TAO \u5de5\u5177\u5957\u4ef6\u7684\u76ee\u7684\u662f\u5728\u81ea\u8a02\u4f01\u696d\u8cc7\u6599\u4e0a\uff0c\u8f15\u9b06\u91cd\u65b0\u8a13\u7df4\u6700\u5148\u9032\u3001\u7d93\u904e\u6700\u4f73\u5316\u4e14\u9810\u5148\u8a13\u7df4\u7684\u6a21\u578b\u3002<\/p>\n

\"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5982\u4eca\u5404\u500b\u9818\u57df\u90fd\u5728\u4f7f\u7528AI\u4f86\u5275\u9020\u5168\u65b0\u7684\u61c9\u7528\u50f9\u503c\uff0c\u5176\u4e2d\u63a1\u7528\u6df1\u5ea6\u5b78\u7fd2\u7684\u5148\u9032\u8996\u89baAI\u6280\u8853\uff0c\u66f4\u662f\u5c55\u73fe\u51fa\u6975\u5177\u8aaa\u670d\u529b\u7684\u5f71\u97ff\u529b…<\/p>\n","protected":false},"author":9883,"featured_media":1393016,"template":"","course-category":[88,882,166,92],"course-tag":[830,825,828,831],"class_list":["post-1392997","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-ai","course-category-editor-choice","course-category-course","course-category-edge-computing","course-tag-jestson-orin-nano","course-tag-nvidia","course-tag-omniverse","course-tag-tao-tookit","description-off"],"acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1392997","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\/9883"}],"version-history":[{"count":4,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1392997\/revisions"}],"predecessor-version":[{"id":1393015,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1392997\/revisions\/1393015"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media\/1393016"}],"wp:attachment":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media?parent=1392997"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-category?post=1392997"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-tag?post=1392997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}