{"id":15362,"date":"2024-09-06T13:49:04","date_gmt":"2024-09-06T05:49:04","guid":{"rendered":"http:\/\/192.168.10.115\/?p=15362"},"modified":"2024-09-06T13:49:04","modified_gmt":"2024-09-06T05:49:04","slug":"2024-09-06-noa%e8%a7%84%e6%a8%a1%e8%bf%88%e5%90%91%e5%8d%83%e4%ba%bf%e7%ba%a7%ef%bc%8c%e4%b8%89%e5%9f%9f%e8%9e%8d%e9%80%9a%e5%b0%86%e6%88%90%e6%99%ba%e9%a9%be%e5%88%86%e6%b0%b4","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2024\/09\/06\/15362\/","title":{"rendered":"2024-09-06 NOA\u89c4\u6a21\u8fc8\u5411\u5343\u4ebf\u7ea7\uff0c\u201c\u4e09\u57df\u878d\u901a\u201d\u5c06\u6210\u667a\u9a7e\u5206\u6c34\u5cad"},"content":{"rendered":"\n

\u4ece\u53bb\u5e74\u4e0b\u534a\u5e74\u4ee5\u6765\uff0c\u4e0d\u7ba1\u662f\u9020\u8f66\u65b0\u52bf\u529b\u8fd8\u662f\u4f20\u7edf\u8f66\u4f01\u90fd\u5fc3\u7167\u4e0d\u5ba3\u5730\u201c\u5377\u201d\u5411\u4e86NOA\u3002\u4eca\u5e74\uff0c\u57ce\u5e02NOA\u9010\u6e10\u4ece\u201c\u5f00\u57ce\u201d\u6570\u91cf\u7ade\u4e89\u6f14\u53d8\u4e3a\u201c\u5168\u56fd\u90fd\u80fd\u5f00\u201d\u7684\u6bd4\u62fc\u3002\u636e\u4e0d\u5b8c\u5168\u7edf\u8ba1\uff0c\u76ee\u524d\u5305\u62ec\u201c\u851a\u5c0f\u7406\u201d\u3001\u667a\u5df1\u3001\u95ee\u754c\u3001\u6781\u6c2a\u7b49\u5728\u5185\u768420\u591a\u4e2a\u6c7d\u8f66\u54c1\u724c\u5747\u5df2\u63a8\u51fa\u57ce\u5e02NOA\u9ad8\u9636\u667a\u9a7e\u3002<\/p>\n\n\n\n

\u4e0e\u6b64\u540c\u65f6\uff0c\u642d\u8f7d\u57ce\u5e02NOA\u7684\u8f66\u578b\u6b63\u5f62\u6210\u5e02\u573a\u4e0b\u6c89\u8d8b\u52bf\uff0c\u8fd9\u5728\u4ee5\u5f8025\u4e07\u5143\u7ea7\u522b\u53ca\u4ee5\u4e0a\u624d\u4f1a\u642d\u8f7d\u7684\u6280\u672f\uff0c\u5982\u4eca\u572820\u4e07\u5143\u4ee5\u5185\u8f66\u578b\u4e0a\u5df2\u4e0d\u9c9c\u89c1\u3002 \u6839\u636e\u9884\u6d4b\uff0c2025\u5e74\u57ce\u5e02NOA\u5e02\u573a\u89c4\u6a21\u6709\u671b\u63a5\u8fd1550\u4ebf\u5143\uff0c2026\u5e74\u6210\u4e3a\u91cf\u4ea7\u589e\u901f\u63d0\u9ad8\u7684\u62d0\u70b9\uff0c2027\u5e74\u7834\u5343\u4ebf\u5143\uff0c\u5e74\u590d\u5408\u589e\u957f\u7387\u8fbe\u523037%\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u767d\u70ed\u5316\u7684NOA\u4e4b\u4e89<\/strong><\/h2>\n\n\n\n

\u201c\u57ce\u5e02NOA\uff0c\u6709\u8def\u5c31\u80fd\u5f00\u3002\u201d\u968f\u7740\u57ce\u5e02NOA\u6210\u4e3a\u5404\u8f66\u4f01\u63d0\u53ca\u7684\u9ad8\u9891\u8bcd\u6c47\uff0c\u8f66\u4f01\u4e4b\u95f4\u7684\u57ce\u5e02NOA\u4e4b\u4e89\uff0c\u5df2\u7ecf\u5f00\u59cb\u3002<\/p>\n\n\n\n

NOA\u5168\u79f0\u4e3a\u201cNavigate On Autopilot\u201d\uff0c\u662f\u4e00\u79cd\u8f66\u8f86\u9a7e\u9a76\u8f85\u52a9\u7cfb\u7edf\uff0c\u65e8\u5728\u5e2e\u52a9\u9a7e\u9a76\u5458\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u66f4\u8f7b\u677e\u5730\u9a7e\u9a76\u548c\u5bfc\u822a\u8f66\u8f86\u3002\u901a\u8fc7NOA\uff0c\u7528\u6237\u53ef\u5728\u7279\u5b9a\u9053\u8def\u8303\u56f4\u5185\u5b9e\u73b0\u70b9\u5230\u70b9\u7684\u5bfc\u822a\u8f85\u52a9\u9a7e\u9a76\u529f\u80fd\uff0c\u8f66\u8f86\u53ef\u5728\u6ca1\u4eba\u63a5\u7ba1\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u7b49\u7ea2\u7eff\u706f\u3001\u53d8\u9053\u3001\u8ba9\u9053\uff0c\u6700\u7ec8\u5230\u8fbe\u76ee\u7684\u5730\u3002<\/p>\n\n\n\n

\u8fd1\u5e74\u6765\uff0cNOA\u4ece\u57fa\u7840\u8f85\u52a9\u9a7e\u9a76\uff08\u81ea\u9002\u5e94\u5de1\u822a\u3001\u8f66\u9053\u4fdd\u6301\uff09\u3001\u589e\u5f3a\u8f85\u52a9\u9a7e\u9a76\uff08\u81ea\u52a8\u53d8\u9053\u3001\u81ea\u4e3b\u8d85\u8f66\uff09\u5411\u9ad8\u9636\u667a\u80fd\u9a7e\u9a76\uff08\u70b9\u5230\u70b9\uff09\u8de8\u8d8a\u3002\u201c\u4e09\u57df\u878d\u901a\u201d\u6b63\u5728\u6210\u4e3a\u8003\u9a8c\u8f66\u4f01\u7efc\u5408\u667a\u9a7e\u6c34\u5e73\u7684\u91cd\u8981\u65b9\u5411\uff0c\u5373\u9ad8\u901f\u57df\u3001\u57ce\u5e02\u57df\u3001\u6cca\u8f66\u57df\u7684\u5168\u573a\u666f\u8d2f\u901a\u3002<\/p>\n\n\n\n

\u4ece\u6280\u672f\u53d1\u5c55\u770b\uff0c\u81ea\u52a8\u9a7e\u9a76\u4ece\u5f53\u4e0b\u7684L2\u7ea7\u5411L3\u3001L4\u7ea7\u53d1\u5c55\uff0c\u9ad8\u901f\u548c\u4f4e\u901f\u878d\u5408\u3001\u8de8\u57df\u7684\u573a\u666f\u878d\u901a\u662f\u5fc5\u7136\u8d8b\u52bf\u3002\u201c\u4e09\u57df\u878d\u901a\u201d\u6709\u4e24\u5c42\u542b\u4e49\u3002\u9996\u5148\uff0cNOA\u6700\u7ec8\u8981\u53d1\u5c55\u6210\u4e3a\u4e0d\u53ea\u5b9e\u73b0\u4e00\u4e2a\u6216\u8005\u4e24\u4e2a\u573a\u666f\uff0c\u800c\u662f\u5b8c\u5168\u8986\u76d6\u4e09\u4e2a\u573a\u666f\u7684\u9ad8\u9636\u81ea\u52a8\u9a7e\u9a76\uff1b\u5176\u6b21\uff0c\u201c\u878d\u901a\u201d\u610f\u5473\u7740\u4e09\u4e2a\u573a\u666f\u5e76\u4e0d\u5272\u88c2\uff0c\u8981\u80fd\u505a\u5230\u4e09\u4e2a\u57df\u70b9\u5230\u70b9\u7684\u9ad8\u9636\u81ea\u52a8\u9a7e\u9a76\uff0c\u5c06\u4e09\u4e2a\u573a\u666f\u7684\u7cfb\u7edf\u6574\u5408\u4e3a\u4e00\u5957\uff0c\u80fd\u591f\u7ed9\u7528\u6237\u5e26\u6765\u591a\u4e2a\u4e0d\u540c\u573a\u666f\u4e4b\u95f4\u65e0\u7f1d\u8854\u63a5\u3001\u4e1d\u6ed1\u7684\u667a\u80fd\u9a7e\u9a76\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u5728\u4f20\u7edf\u7684\u5206\u5e03\u5f0f\u67b6\u6784\u4e2d\uff0c\u7531\u4e8e\u4e0d\u540c\u4f9b\u5e94\u5546\u63d0\u4f9b\u8f6f\u786c\u4ef6\u65b9\u6848\uff0c\u5404\u5b50\u7cfb\u7edf\u4e4b\u95f4\u76f8\u4e92\u72ec\u7acb\u3001\u6cfe\u6e2d\u5206\u660e\uff0c\u53ea\u80fd\u8c03\u7528\u5404\u81ea\u7684\u4f20\u611f\u5668\u3001\u63a7\u5236\u5668\u53ca\u7b97\u6cd5\uff0c\u5404\u7c7b\u4f20\u611f\u5668\u5728\u884c\u8f66\u3001\u6cca\u8f66\u7b49\u73af\u5883\u4e2d\u5c06\u5404\u81ea\u611f\u77e5\u7684\u6570\u636e\u5206\u522b\u4f20\u7ed9\u4e0d\u540c\u7684\u57df\u63a7\u5236\u5668\uff0c\u4e0d\u4ec5\u5236\u7ea6\u4e86\u611f\u77e5\u548c\u8ba1\u7b97\u8d44\u6e90\u7684\u5229\u7528\u7387\uff0c\u540c\u65f6\u4e5f\u9650\u5236\u4e86\u590d\u6742\u529f\u80fd\u7684\u5b9e\u73b0\u3002<\/p>\n\n\n\n

\u9762\u5bf9\u9ad8\u9636\u667a\u80fd\u9a7e\u9a76\u529f\u80fd\u843d\u5730\u7684\u53d1\u5c55\u8d8b\u52bf\u548c\u8981\u6c42\uff0c\u4f20\u7edf\u67b6\u6784\u65e0\u8bba\u662f\u529f\u80fd\u4e0a\u8fd8\u662f\u6210\u672c\u4e0a\u90fd\u5df2\u65e0\u6cd5\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42\u3002<\/p>\n\n\n\n

\u968f\u7740\u6c7d\u8f66\u7535\u5b50\u7535\u6c14\u67b6\u6784\u7531\u5206\u5e03\u5f0f\u5411\u96c6\u4e2d\u5f0f\u6f14\u8fdb\uff0c\u4e00\u4f53\u5316\u57df\u63a7\u5236\u5668\u65b9\u6848\u5e94\u8fd0\u800c\u751f\u3002\u4e0d\u540c\u4e8e\u4f20\u7edf\u5206\u5e03\u5f0f\u67b6\u6784\uff0c\u4e00\u4f53\u5316\u57df\u63a7\u5236\u5668\u5c06\u884c\u8f66\u3001\u6cca\u8f66\u7b49\u529f\u80fd\u96c6\u6210\u5728\u4e00\u4e2a\u57df\u63a7\u5236\u7cfb\u7edf\u4e2d\uff0c\u5176\u4f18\u52bf\u662f\u53ef\u4ee5\u5b9e\u73b0\u539f\u6765\u5404\u81ea\u4f20\u611f\u5668\u7b49\u786c\u4ef6\u7684\u6df1\u5ea6\u590d\u7528\uff0c\u8282\u7ea6\u786c\u4ef6\u6210\u672c\u7684\u540c\u65f6\u6781\u5927\u63d0\u5347\u6027\u80fd\uff0c\u6ee1\u8db3\u4e3b\u673a\u5382\u964d\u672c\u589e\u6548\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u529f\u80fd\u8fed\u4ee3\u5f00\u53d1\u6548\u7387\u4e5f\u5f97\u5230\u6709\u6548\u63d0\u9ad8\uff0c\u4e3a\u6253\u7834\u667a\u80fd\u9a7e\u9a76\u901a\u5f80\u9ad8\u9636\u7684\u58c1\u5792\u521b\u9020\u4e86\u6761\u4ef6\u3002<\/p>\n\n\n\n

2025\u30012026\u5e74\u5c06\u662f\u6574\u4e2a\u5e02\u573a\u6d17\u724c\u7684\u5173\u952e\u65f6\u671f\uff0c\u800c\u7ec6\u8282\u5904\u7406\u7684\u80fd\u529b\u548c\u6570\u636e\u95ed\u73af\u7684\u80fd\u529b\u5c06\u6210\u4e3a\u667a\u9a7e\u4f01\u4e1a\u80fd\u5426\u7acb\u8db3\u5e02\u573a\u7684\u91cd\u8981\u6807\u51c6\uff0c\u6bd5\u7adf10\u4e07\u8f66\u4e3b\u548c100\u4e07\u30011000\u4e07\u8f66\u4e3b\u5f62\u6210\u7684\u6570\u636e\u95ed\u73af\u5b8c\u5168\u4e0d\u4e00\u6837\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u968f\u7740\u8f66\u8f86\u4ea7\u751f\u7684\u6570\u636e\u91cf\u7684\u4e0d\u65ad\u589e\u591a\u3001AI\u6280\u672f\u7684\u5f15\u5165\u7b49\uff0c\u7b97\u529b\u5728\u672a\u6765\u667a\u80fd\u9a7e\u9a76\u65b9\u9762\u5c06\u53d1\u6325\u8d8a\u6765\u8d8a\u5927\u7684\u4f5c\u7528\uff0c\u800c\u76ee\u524d\u56fd\u5185\u5382\u5546\u7684\u7b97\u529b\u548c\u7279\u65af\u62c9\u76f8\u6bd4\u8fd8\u5b58\u5728\u8f83\u5927\u5dee\u8ddd\u3002<\/p>\n\n\n\n

\u4ece\u5e02\u573a\u7aef\u800c\u8a00\uff0c\u7528\u6237\u6d88\u8d39\u4e60\u60ef\u7684\u6539\u53d8\u4e5f\u5728\u63a8\u52a8\u57ce\u5e02NOA\u7684\u5feb\u901f\u53d1\u5c55\u3002\u6839\u636e\u300a2024\u9ea6\u80af\u9521\u4e2d\u56fd\u6c7d\u8f66\u6d88\u8d39\u8005\u6d1e\u5bdf\u300b\uff0c\u6d88\u8d39\u8005\u8d2d\u4e70\u65b0\u80fd\u6e90\u6c7d\u8f66\u65f6\uff0c\u9009\u62e9\u4e2d\u56fd\u9ad8\u7aef\u65b0\u80fd\u6e90\u6c7d\u8f66\u54c1\u724c\u800c\u975e\u5916\u8d44\u4f20\u7edf\u9ad8\u7aef\u54c1\u724c\u7684\u9996\u8981\u539f\u56e0\u662f\uff0c\u524d\u8005\u62e5\u6709\u66f4\u5148\u8fdb\u7684\u81ea\u52a8\u9a7e\u9a76\u529f\u80fd\u3002\u800c\u8fd9\u4e2a\u56e0\u7d20\u57282023\u5e74\u7684\u62a5\u544a\u4e2d\u4ec5\u4f4d\u5217\u7b2c\u4e8c\uff0c\u4f4d\u5217\u7b2c\u4e00\u7684\u539f\u56e0\u662f\u524d\u8005\u914d\u7f6e\u548c\u6027\u4ef7\u6bd4\u9ad8\u3002<\/p>\n\n\n\n

\u667a\u9a7e\u6280\u672f\u8def\u7ebf\u4e0d\u65ad\u8fdb\u5316<\/strong><\/h2>\n\n\n\n

\u4ece\u6280\u672f\u8def\u7ebf\u6765\u770b\uff0c\u4e0d\u540c\u7684\u4f01\u4e1a\u9488\u5bf9NOA\u672a\u6765\u53d1\u5c55\u6709\u7740\u81ea\u5df1\u7684\u770b\u6cd5\u3002<\/p>\n\n\n\n

\u90e8\u5206\u4f01\u4e1a\u5982\u534e\u4e3a\u3001\u6bd4\u4e9a\u8fea\u3001\u7406\u60f3\u3001\u851a\u6765\u3001\u667a\u5df1\u7684\u57ce\u5e02NOA\u6240\u5e94\u7528\u7684BEV+Transformer\u6280\u672f\u67b6\u6784\uff0c\u5176\u5efa\u6a21\u7cbe\u5ea6\u8f83\u9ad8\uff0c\u662f\u56fd\u5185\u667a\u9a7e\u4f7f\u7528\u7684\u4e3b\u6d41\u65b9\u6848\u3002\u8be5\u6280\u672f\u53ef\u4ee5\u5c06\u73af\u5883\u4fe1\u606f\u6574\u5408\u4e3a\u5168\u5c40\u89c6\u91ce\uff0c\u56fe\u50cf\u9c9c\u6709\u906e\u6321\u90e8\u5206\uff0c\u9884\u6d4b\u66f4\u53ef\u9760\u3001\u611f\u77e5\u66f4\u7a33\u5b9a\u3002\u540c\u65f6\uff0c\u6570\u636e\u5904\u7406\u66f4\u76f4\u63a5\uff0c\u4fe1\u606f\u635f\u8017\u66f4\u5c0f\uff0c\u80fd\u591f\u66f4\u597d\u5730\u5904\u7406\u4e00\u4e9b\u590d\u6742\u60c5\u51b5\uff0c\u5728\u611f\u77e5\u590d\u6742\u9053\u8def\u3001\u5e94\u5bf9\u6076\u52a3\u5929\u6c14\u548c\u52a8\u6001\u4ea4\u901a\u65b9\u9762\u6709\u7740\u66f4\u51fa\u8272\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n

\u90e8\u5206\u56fe\u5546\u4eec\u4e5f\u5728\u914d\u5408\u63d0\u4f9b\u8f7b\u91cf\u667a\u9a7e\u65b9\u6848\u3002\u7b80\u5316\u4e0d\u5fc5\u8981\u7684\u5730\u56fe\u5143\u7d20\uff0c\u8868\u8fbe\u65b9\u5f0f\u66f4\u7b80\u6d01\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u964d\u4f4e\u5236\u4f5c\u548c\u90e8\u7f72\u6210\u672c\uff0c\u4e5f\u80fd\u591f\u505a\u5230\u9ad8\u9891\u7387\u7684\u4e91\u7aef\u5b9e\u65f6\u66f4\u65b0\u3002<\/p>\n\n\n\n

\u8fd9\u4e00\u8def\u7ebf\u4e3b\u8981\u4f9d\u8d56\u4e8e\u8f66\u4f01\u7684\u6570\u636e\u5904\u7406\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u7814\u53d1\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u7269\u4f53\u5206\u7c7b\u548c\u6807\u6ce8\uff0c\u53ef\u80fd\u51fa\u73b0\u65e0\u6cd5\u8bc6\u522b\u9759\u6001\u7269\u4f53\uff0c\u4ee5\u53ca\u51fa\u73b0\u5e7d\u7075\u5239\u8f66\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n

\u800c\u7279\u65af\u62c9FSD\u9009\u62e9\u7eaf\u89c6\u89c9\u8def\u7ebf\u3002\u4e0d\u4f9d\u8d56\u9ad8\u7cbe\u5730\u56fe\uff0c\u800c\u662f\u91c7\u7528\u201c\u4f17\u5305\u201d\u7684\u5f62\u5f0f\uff0c\u5373\u901a\u8fc7\u5df2\u552e\u8f66\u8f86\u6536\u96c6\u9053\u8def\u4fe1\u606f\uff0c\u5b8c\u6210\u5730\u56fe\u7ed8\u5236\uff0c\u5c5e\u4e8e\u8f7b\u91cf\u5316\u5730\u56fe\u7684\u4e00\u79cd\u3002\u7b97\u6cd5\u65b9\u9762\uff0c\u5e94\u7528Occupancy Network\uff08\u5360\u7528\u7f51\u7edc\uff09\u6280\u672f\uff0c\u5c06\u884c\u9a76\u8def\u5f84\u4e0a\u7684\u7269\u4f53\u57283D\u7a7a\u95f4\u4e2d\u7528\u5757\u72b6\u7269\u5c55\u73b0\uff0c\u5e2e\u52a9\u611f\u77e5\u7b97\u6cd5\u5224\u65ad\u7269\u4f53\u7684\u5927\u81f4\u8f6e\u5ed3\u4e0e\u5f62\u72b6\uff0c\u80fd\u591f\u66f4\u51fa\u8272\u5730\u56de\u907f\u8f66\u8f86\u3001\u884c\u4eba\u4e0e\u969c\u788d\u7269\uff0c\u907f\u514d\u78b0\u649e\u3002\u7eaf\u89c6\u89c9\u8def\u7ebf\u7b80\u5316\u4e86\u591a\u4f20\u611f\u5668\u878d\u5408\u7684\u90e8\u5206\uff0c\u964d\u4f4e\u4e86\u8bef\u68c0\u6d4b\u6982\u7387\uff0c\u6210\u672c\u66f4\u4f4e\uff0c\u4f46\u5bf9\u4e8e\u6df1\u5ea6\u4f30\u8ba1\u7684\u51c6\u786e\u6027\u5f31\u4e8e\u96f7\u8fbe\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u53e6\u5916\u4f9d\u65e7\u6709\u89c2\u70b9\u8ba4\u4e3a\uff0c\u9ad8\u7cbe\u5730\u56fe\u63d0\u4f9b\u4e86\u8f66\u8f86\u611f\u77e5\u8303\u56f4\u5916\u7684\u9053\u8def\u4fe1\u606f\uff0c\u5bf9\u4e8e\u9884\u6d4b\u3001\u51b3\u7b56\u548c\u89c4\u5212\u66f4\u6709\u5e2e\u52a9\u3002\u6b64\u5916\uff0c\u66f4\u9ad8\u7ea7\u522b\u7684\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\uff08L4\u3001L5\uff09\u65e0\u6cd5\u79bb\u5f00\u9ad8\u7cbe\u5730\u56fe\u7684\u652f\u6491\uff0c\u611f\u77e5\u7cfb\u7edf\u89e3\u51b3\u5b9e\u65f6\u8def\u51b5\u95ee\u9898\uff0c\u9ad8\u7cbe\u5730\u56fe\u89e3\u51b3\u884c\u9a76\u8def\u7ebf\u95ee\u9898\u3002\u4e24\u8005\u76f8\u8f85\u76f8\u6210\uff0c\u7f3a\u4e00\u4e0d\u53ef\u3002\u7136\u800c\uff0c\u8fd9\u4e00\u8def\u7ebf\u7684\u95ee\u9898\u5728\u4e8e\u6210\u672c\u9ad8\u6602\u3001\u5730\u56fe\u91c7\u96c6\u8d39\u7528\u6602\u8d35\u4e14\u66f4\u65b0\u901f\u5ea6\u8f83\u6162\uff0c\u5546\u4e1a\u5316\u96be\u5ea6\u5927\u3002<\/p>\n\n\n\n

\u76ee\u524d\uff0c\u66f4\u591a\u8f66\u4f01\u6b63\u5728\u8f6c\u5411\u53bb\u9ad8\u7cbe\u5730\u56fe\u6280\u672f\u8def\u7ebf\u4ee5\u9002\u5e94\u5e02\u573a\u9700\u6c42\u3002\u5728\u8fd9\u4e00\u6280\u672f\u8def\u7ebf\u4e0b\uff0c\u57ce\u5e02NOA\u5728\u611f\u77e5\u73af\u8282\u4e3b\u8981\u6db5\u76d6\u4e09\u4e2a\u5173\u952e\u6280\u672f\uff0c\u5373BEV\u6280\u672f\u3001Transformer\u6280\u672f\u4ee5\u53ca\u5360\u7528\u7f51\u7edc\u3002<\/p>\n\n\n\n

BEV\u6280\u672f\u5141\u8bb8\u6444\u50cf\u5934\u91c7\u96c6\u7684\u573a\u666f\u4fe1\u606f\u4ee5360\u00b0\u7684\u9e1f\u77b0\u65b9\u5f0f\u5448\u73b0\uff0c\u5305\u62ec\u8ddd\u79bb\u548c\u65f6\u95f4\u7b49\u5173\u952e\u8981\u7d20\uff0c\u63d0\u4f9b\u5168\u666f\u5f0f\u7684\u611f\u77e5\u80fd\u529b\u3002Transformer\u6280\u672f\u5219\u901a\u8fc7\u5c06\u56fe\u7247\u611f\u77e5\u65b9\u5f0f\u8f6c\u53d8\u4e3a\u89c6\u9891\u611f\u77e5\u65b9\u5f0f\uff0c\u5b9e\u73b0\u66f4\u63a5\u8fd1\u4eba\u7c7b\u89c6\u89c9\u611f\u77e5\u7684\u5b9e\u65f6\u6548\u679c\uff0c\u4ece\u800c\u63d0\u9ad8\u611f\u77e5\u7684\u51c6\u786e\u6027\u3002\u800c\u5360\u7528\u7f51\u7edc\u7684\u521b\u65b0\u5219\u5c06\u611f\u77e5\u63d0\u5347\u5230\u4e00\u4e2a\u65b0\u7684\u5c42\u6b21\uff0c\u4f7f\u8f66\u8f86\u80fd\u591f\u66f4\u597d\u5730\u5e94\u5bf9\u672a\u77e5\u7269\u4f53\u5e76\u8fdb\u884c\u667a\u80fd\u907f\u8ba9\uff0c\u800c\u4e0d\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u5df2\u77e5\u7269\u4f53\u7684\u8bc6\u522b\u3002<\/p>\n\n\n\n

\u6570\u636e\u878d\u5408\u53ca\u6570\u636e\u5904\u7406\u662f\u51b3\u7b56\u89c4\u63a7\u7684\u5173\u952e\u6280\u672f\uff0c\u8fd9\u4e00\u73af\u8282\u76ee\u524d\u6db5\u76d6\u4e24\u79cd\u4e3b\u8981\u6280\u672f\u8def\u7ebf\uff0c\u89c4\u5219\u5236\u548c\u6a21\u578b\u5316\uff0c\u5176\u4e2d\u6a21\u578b\u5316\u88ab\u8ba4\u4e3a\u662f\u672a\u6765\u7684\u4e3b\u6d41\u6a21\u5f0f\u3002\u6570\u636e\u91cf\u5728\u51b3\u5b9a\u9009\u62e9\u6280\u672f\u8def\u7ebf\u65f6\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u4f46\u76ee\u524d\u5c1a\u672a\u660e\u786e\u6570\u636e\u91cf\u9700\u8981\u8fbe\u5230\u7684\u4e34\u754c\u503c\uff0c\u4ee5\u5b9e\u73b0\u6a21\u578b\u5316\u6280\u672f\u8def\u7ebf\u7684\u4f18\u52bf\u3002\u56e0\u6b64\uff0c\u591a\u6570\u8f66\u4f01\u76ee\u524d\u91c7\u7528\u89c4\u5219\u5236\u6280\u672f\u8def\u7ebf\uff0c\u540c\u65f6\u8fdb\u884c\u6a21\u578b\u5316\u6280\u672f\u8def\u7ebf\u7684\u7814\u53d1\u5b9e\u8df5\u3002<\/p>\n\n\n\n

\u5728\u57ce\u5e02NOA\u4e2d\uff0c\u6a21\u578b\u5316\u6280\u672f\u8def\u7ebf\u88ab\u8ba4\u4e3a\u662f\u672a\u6765\u7684\u4e3b\u6d41\uff0c\u5176\u57fa\u672c\u539f\u7406\u7c7b\u4f3c\u4e8eGPT\u6a21\u578b\uff0c\u901a\u8fc7\u5927\u89c4\u6a21\u6570\u636e\u7684\u5582\u517b\u548c\u81ea\u6211\u8bad\u7ec3\uff0c\u6a21\u578b\u5316\u6280\u672f\u5c06\u5e26\u6765\u51b3\u7b56\u89c4\u63a7\u6548\u679c\u7684\u7206\u53d1\u6027\u589e\u957f\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u76ee\u524d\uff0c\u5927\u90e8\u5206\u7684\u7aef\u5230\u7aef\u65b9\u6848\u91c7\u7528\u7684\u90fd\u662f\u66f4\u6613\u843d\u5730\u7684\u201c\u4e24\u6bb5\u5f0f\u201d\u65b9\u6848\uff0c\u5373\u7531\u611f\u77e5\u548c\u51b3\u7b56\u4e24\u4e2a\u6a21\u578b\u7ec4\u6210\u3002\u7b2c\u4e00\u6bb5\u611f\u77e5\u7684\u90e8\u5206\u672c\u8eab\u5c31\u5df2\u7ecf\u5728\u5e94\u7528\u795e\u7ecf\u7f51\u7edc\u4e86\uff0c\u56e0\u6b64\u53d8\u5316\u4e0d\u5927\u3002\u6700\u5927\u7684\u53d8\u5316\u5728\u7b2c\u4e8c\u6bb5\u7684\u89c4\u5212\u63a7\u5236\u90e8\u5206\uff0c\u539f\u6765\u8fd9\u90e8\u5206\u662f\u9760\u5199\u89c4\u5219\u5b9e\u73b0\uff0c\u73b0\u5728\u5219\u662f\u540c\u6837\u5e94\u7528\u795e\u7ecf\u7f51\u7edc\u53bb\u505a\u3002<\/p>\n\n\n\n

\u201c\u4e24\u6bb5\u5f0f\u201d\u7684\u65b9\u6848\u5c31\u662f\u628a\u4e24\u4e2a\u5c0f\u6a21\u578b\u63a5\u5728\u4e00\u8d77\uff0c\u7aef\u5230\u7aef\u8054\u5408\u4f18\u5316\u4e00\u4e0b\u3002\u5728\u201c\u4e24\u6bb5\u5f0f\u201d\u65b9\u6848\u91cc\uff0c\u4fe1\u606f\u7ecf\u8fc7\u611f\u77e5\u6a21\u578b\u8fc7\u6ee4\u540e\uff0c\u635f\u5931\u8f83\u591a\uff0c\u53ea\u5269\u4e0b\u4e00\u4e9b\u4eba\u3001\u8f66\u3001\u7269\u4e4b\u7c7b\u7684\u6807\u7b7e\uff0c\u56e0\u6b64\u7b2c\u4e8c\u6bb5\u6a21\u578b\u4e8b\u5b9e\u4e0a\u53ea\u662f\u4e00\u4e2a\u5c0f\u6a21\u578b\u3002<\/p>\n\n\n\n

\u5728\u201c\u4e00\u6bb5\u5f0f\u201d\u65b9\u6848\u4e2d\uff0c\u611f\u77e5\u3001\u51b3\u7b56\u3001\u89c4\u5212\u7b49\u6a21\u5757\u90fd\u88ab\u6574\u5408\u5230\u4e00\u4e2a\u5168\u6808Transformer\u7aef\u5230\u7aef\u6a21\u578b\u4e2d\uff0c\u5b9e\u73b0\u611f\u77e5\u51b3\u7b56\u4e00\u4f53\u5316\u7684\u201c\u4e00\u6bb5\u5f0f\u201d\u65b9\u6848\u3002\u4e5f\u5c31\u662f\u7531\u4f20\u611f\u5668\u8f93\u5165\uff0c\u76f4\u63a5\u8f93\u51fa\u884c\u4e3a\u7684\u8f68\u8ff9\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u673a\u5668\u4f1a\u50cf\u4eba\u8111\u4e00\u6837\u7efc\u5408\u4fe1\u606f\u5e76\u601d\u8003\u5224\u65ad\u3002\u5c31\u50cf\u8bfb\u4e00\u7bc7\u63a8\u7406\u5c0f\u8bf4\uff0c\u5c0f\u8bf4\u4e2d\u6709\u5404\u79cd\u4e0d\u540c\u7684\u4eba\u7269\u548c\u60c5\u8282\uff0c\u6709\u5bc6\u5ba4\u3001\u6709\u8c1c\u56e2\uff0c\u5f53\u4f60\u5728\u8bfb\u63a8\u7406\u5c0f\u8bf4\u7684\u8fc7\u7a0b\u4e2d\u5b8c\u5168\u4e0d\u6e05\u695a\u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002\u901a\u8fc7\u5c0f\u8bf4\u4e0d\u540c\u7684\u4eba\u7269\u548c\u60c5\u8282\uff0c\u53ef\u4ee5\u9884\u6d4b\u51f6\u624b\u6709\u51e0\u79cd\u53ef\u80fd\u6027\uff0c\u673a\u5668\u5927\u8111\u6240\u505a\u7684\u5185\u5bb9\u5c31\u50cf\u4e00\u672c\u63a8\u7406\u5c0f\u8bf4\u4e00\u6837\u3002<\/p>\n\n\n\n

\u4e0d\u8fc7\uff0c\u4e00\u6bb5\u5f0f\u65b9\u6848\u548c\u4e24\u6bb5\u5f0f\u65b9\u6848\u867d\u7136\u4ec5\u6709\u4e00\u5b57\u4e4b\u5dee\uff0c\u4f46\u662f\u96be\u5ea6\u5374\u76f8\u5dee\u60ac\u6b8a\u3002\u91c7\u7528\u4e00\u6bb5\u5f0f\u8def\u7ebf\uff0c\u524d\u7aef\u7684\u89c6\u9891\u4fe1\u606f\u91cf\u662f\u975e\u5e38\u5de8\u5927\u7684\uff0c\u4f46\u8f93\u51fa\u7684\u4fe1\u53f7\u53c8\u9700\u8981\u975e\u5e38\u7cbe\u51c6\uff0c\u8fd9\u5bf9\u6574\u4e2a\u7f51\u7edc\u7684\u8bad\u7ec3\u3001\u6570\u636e\u548cPipeline\u7684\u8981\u6c42\u66f4\u9ad8\u3002\u867d\u7136\u4e00\u6bb5\u5f0f\u65b9\u6848\u5f88\u96be\uff0c\u4f46\u6a21\u578b\u53ea\u8981\u7ecf\u8fc7\u5927\u89c4\u6a21\u8bad\u7ec3\uff0c\u5176\u51b3\u7b56\u3001\u89c4\u5212\u548c\u63a7\u5236\u80fd\u529b\u5c06\u66f4\u52a0\u62df\u4eba\u5316\uff0c\u8fd9\u624d\u662f\u4e1a\u754c\u6240\u8ffd\u6c42\u7684\u81ea\u52a8\u9a7e\u9a76ChatGPT\u65f6\u523b\u3002<\/p>\n\n\n\n

\u8ba9NOA\u4e0d\u6389\u94fe\u5b50\u7684\u4e09\u4e2a\u539f\u5219<\/strong><\/h2>\n\n\n\n

\u8981\u60f3\u8ba9NOA\u4e0d\u6389\u94fe\u5b50\uff0c\u6839\u636e\u300a\u56fd\u5bb6\u8f66\u8054\u7f51\u4ea7\u4e1a\u6807\u51c6\u4f53\u7cfb\u5efa\u8bbe\u6307\u5357\uff08\u667a\u80fd\u7f51\u8054\u6c7d\u8f66\uff09\uff082023\u7248\uff09\u300b\uff0c\u9700\u8981\u9075\u5faa\u4e09\u5927\u539f\u5219\u3002<\/p>\n\n\n\n

\u9996\u5148\uff0c\u8981\u5177\u5907\u826f\u597d\u7684\u611f\u77e5\u80fd\u529b\uff0c\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u5468\u56f4\u73af\u5883\uff0c\u8ddf\u8e2a\u76ee\u6807\u7269\u4f53\u3002\u6bd4\u5982\u6fc0\u5149\u96f7\u8fbe\u4f5c\u4e3a\u611f\u77e5\u786c\u4ef6\uff0c\u76f8\u6bd4\u6beb\u7c73\u6ce2\u96f7\u8fbe\u3001\u6444\u50cf\u5934\u7b49\u62e5\u6709\u65e0\u53ef\u6bd4\u62df\u7684\u5206\u8fa8\u80fd\u529b\u3002\u901a\u5e38\u6fc0\u5149\u96f7\u8fbe\u7684\u89d2\u5206\u8fa8\u7387\u4e0d\u4f4e\u4e8e0.1mard\uff0c\u4e5f\u5c31\u662f\u8bf4\u53ef\u4ee5\u5206\u8fa83km\u8ddd\u79bb\u4e0a\u76f8\u8ddd0.3\u7c73\u7684\u4e24\u4e2a\u76ee\u6807\uff0c\u5e76\u53ef\u540c\u65f6\u8ddf\u8e2a\u591a\u4e2a\u76ee\u6807\uff1b\u8ddd\u79bb\u5206\u8fa8\u7387\u53ef\u8fbe0.1\u7c73\uff1b\u901f\u5ea6\u5206\u8fa8\u7387\u80fd\u8fbe\u523010\u7c73\/\u79d2\u4ee5\u5185\u3002\u8ddd\u79bb\u548c\u901f\u5ea6\u5206\u8fa8\u7387\u9ad8\uff0c\u610f\u5473\u7740\u53ef\u4ee5\u83b7\u5f97\u66f4\u4e3a\u6e05\u6670\u7684\u56fe\u50cf\u3002<\/p>\n\n\n\n

\u5176\u6b21\uff0c\u8981\u6709\u9ad8\u6548\u7684\u51b3\u7b56\u80fd\u529b\uff0c\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u573a\u666f\u548c\u4efb\u52a1\uff0c\u7075\u6d3b\u8c03\u6574\u81ea\u52a8\u9a7e\u9a76\u7b56\u7565\u548c\u884c\u4e3a\u3002\u6bd4\u5982\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u3001\u81ea\u52a8\u9a7e\u9a76\u82af\u7247\u5c31\u548c\u5b83\u76f4\u63a5\u76f8\u5173\u3002\u5c31\u62ff\u82f1\u4f1f\u8fbe\u7684\u81ea\u52a8\u9a7e\u9a76\u82af\u7247\u6765\u8bf4\uff0c\u4ece2015\u5e74\u5f00\u59cb\uff0c\u82f1\u4f1f\u8fbe\u5f00\u59cb\u8fdb\u5165\u8f66\u8f7dSoC\u548c\u8f66\u8f7d\u8ba1\u7b97\u5e73\u53f0\u9886\u57df\uff0c\u4e3a\u81ea\u52a8\u9a7e\u9a76\u63d0\u4f9b\u57fa\u7840\u8ba1\u7b97\u80fd\u529b\uff0c\u6b64\u540e\u82f1\u4f1f\u8fbe\u51e0\u4e4e\u6bcf\u9694\u4e24\u5e74\u53d1\u5e03\u4e00\u6b3e\u8f66\u89c4\u7ea7SoC\u82af\u7247\uff0c\u4e14\u4e0d\u65ad\u62c9\u5347\u7b97\u529b\u6c34\u5e73\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\uff0c\u8981\u5177\u5907\u5f3a\u5927\u7684\u6267\u884c\u80fd\u529b\uff0c\u80fd\u201c\u5f3a\u608d\u201d\u5730\u6267\u884c\u65e2\u5b9a\u8ba1\u5212\u3002\u5173\u4e8e\u600e\u4e48\u786e\u4fdd\u65e2\u5b9a\u8ba1\u5212\u7684\u6267\u884c\uff0c\u56fd\u5bb6\u961f\u4e5f\u5728\u79ef\u6781\u4e0b\u573a\u3002\u56fd\u5bb6\u6807\u51c6GB\/T 41798-2022\u300a\u667a\u80fd\u7f51\u8054\u6c7d\u8f66 \u81ea\u52a8\u9a7e\u9a76\u529f\u80fd\u573a\u5730\u8bd5\u9a8c\u65b9\u6cd5\u53ca\u8981\u6c42\u300b\u4e13\u95e8\u8bbe\u8ba1\u4e86\u6d4b\u8bd5\u9879\u76ee\u3002\u5c31\u62ff\u201c\u51c6\u786e\u8bc6\u522b\u5468\u56f4\u73af\u5883\uff0c\u8ddf\u8e2a\u76ee\u6807\u7269\u4f53\u201d\u6765\u8bf4\uff0c\u6807\u51c6\u5c31\u660e\u786e\u63d0\u5230\u4e86\u9488\u5bf9\u4ea4\u901a\u4fe1\u53f7\u7684\u8bc6\u522b\u3001\u5468\u56f4\u8f66\u8f86\u7684\u8bc6\u522b\u7b49\uff1b\u5173\u4e8e\u201c\u6839\u636e\u4e0d\u540c\u573a\u666f\u548c\u4efb\u52a1\uff0c\u7075\u6d3b\u8c03\u6574\u81ea\u52a8\u9a7e\u9a76\u7b56\u7565\u548c\u884c\u4e3a\u201d\uff0c\u6807\u51c6\u751a\u81f3\u8bbe\u8ba1\u4e86\u4e00\u9879\u201c\u6700\u5c0f\u98ce\u9669\u7b56\u7565\u201d\u6d4b\u8bd5\uff0c\u8981\u6c42\u6c7d\u8f66\u80fd\u72ec\u7acb\u5b8c\u6210\u82db\u523b\u7684\u8def\u969c\u8eb2\u907f\u3002<\/p>\n\n\n\n

\u53e6\u5916\uff0c\u8fd9\u91cc\u9762\u7684\u6bcf\u4e00\u9879\u6d4b\u8bd5\u8fd8\u90fd\u5236\u5b9a\u4e86\u8be6\u7ec6\u7684\u901f\u5ea6\u548c\u65f6\u95f4\u8981\u6c42\uff0c\u5fc5\u987b\u80fd\u5b9e\u73b0\u5b89\u5168\u8f85\u52a9\u9a7e\u9a76\u3002\u6bd4\u5982\u505c\u9760\u7ad9\u53f0\u9879\u76ee\u4e2d\uff0c\u9664\u8f66\u8f86\u7684\u6446\u653e\u89d2\u5ea6\u5916\uff0c\u8fd8\u660e\u786e\u4e86\u6446\u653e\u7684\u7cbe\u786e\u4f4d\u7f6e\uff0c\u751a\u81f3\u90fd\u8003\u8651\u5230\u4e86\u4e3b\u52a8\u5f00\u542f\u8f66\u95e8\u7684\u670d\u52a1\u3002<\/p>\n\n\n\n

\u5728NOA\u5e02\u573a\u7ade\u4e89\u4e2d\uff0c\u8f66\u4f01\u7684\u7ade\u4e89\u57fa\u7840\u4e3b\u8981\u4f53\u73b0\u5728\u6280\u672f\u8def\u7ebf\u9009\u62e9\u3001\u611f\u77e5\u51b3\u7b56\u89c4\u63a7\u80fd\u529b\u3001\u786c\u4ef6\u548c\u7b97\u529b\u7ade\u4e89\uff0c\u4ee5\u53ca\u7528\u6237\u9700\u6c42\u4e0e\u4ea7\u54c1\u4f18\u5316\u7684\u534f\u540c\u80fd\u529b\u3002\u8fd9\u4e9b\u5173\u952e\u56e0\u7d20\u5c06\u51b3\u5b9aNOA\u6280\u672f\u7684\u6210\u529f\u843d\u5730\u4ee5\u53ca\u8f66\u4f01\u5728\u5e02\u573a\u4e2d\u7684\u7ade\u4e89\u5730\u4f4d\u3002<\/p>\n\n\n\n

\u867d\u7136NOA\u6280\u672f\u8def\u5f84\u5927\u81f4\u76f8\u540c\uff0c\u4f46\u771f\u6b63\u6267\u884c\u8d77\u6765\u7684\u96be\u5ea6\u975e\u5e38\u9ad8\uff0c\u56e0\u4e3a\u8fd9\u51e0\u4e4e\u5c06\u201c2D\u76f4\u89c6\u56fe+CNN\u201d\u65f6\u4ee3\u7d2f\u79ef\u8d77\u6765\u7684\u7814\u53d1\u6210\u679c\u5316\u4e3a\u4e4c\u6709\uff0c\u9700\u8981\u4ece\u5934\u518d\u6765\u3002\u6240\u4ee5\u8fd9\u51e0\u5e74\uff0c\u5404\u5382\u5bb6\u7684\u70e7\u94b1\u901f\u5ea6\u662f\u4e00\u5bb6\u6bd4\u4e00\u5bb6\u5feb\uff0c\u65b0\u52bf\u529b\u53ea\u80fd\u9760\u4e0d\u65ad\u878d\u8d44\uff0c\u4f20\u7edf\u8f66\u4f01\u53ea\u80fd\u9760\u4f20\u7edf\u71c3\u6cb9\u8f66\u4ea7\u54c1\u8fdb\u884c\u8865\u8840\u3002<\/p>\n\n\n\n

\u53e6\u4e00\u65b9\u9762\uff0c\u5404\u5bb6\u7684\u7b56\u7565\u4e5f\u4f1a\u6839\u636e\u5b9a\u4f4d\u548c\u4ea7\u54c1\u8c03\u6574\u3002\u6bd4\u5982\u7eaf\u89c6\u89c9\u65b9\u6848\u7684\u4ee3\u8868\u7279\u65af\u62c9\uff0c\u4f18\u70b9\u662f\u964d\u4f4e\u4e86\u6fc0\u5149\u96f7\u8fbe\u7684\u6295\u5165\uff0c\u7528\u5f3a\u7b97\u6cd5\u66b4\u529b\u89e3\u51b3\u96be\u9898\u3002\u53c8\u6216\u8005\u534e\u4e3a\u7cfb\u8f66\u578b\uff0c\u5728\u8f6f\u786c\u4ef6\u65b9\u9762\u6709\u7740\u65e0\u53ef\u6bd4\u62df\u7684\u914d\u7f6e\u4f18\u52bf\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4f55\u4f17\u591a\u8f66\u4f01\u90fd\u4e89\u5148\u6050\u540e\u4e0e\u4e4b\u5408\u4f5c\u7684\u7f18\u7531\u3002<\/p>\n\n\n\n

\u9ad8\u9636\u667a\u9a7e\u662f\u4e00\u4e2a\u5145\u6ee1\u673a\u4f1a\u4e0e\u4e0d\u786e\u5b9a\u7684\u8d5b\u9053\uff0c\u672a\u6765\u6280\u672f\u8def\u7ebf\u8fd8\u4f1a\u4e0d\u4f1a\u53d1\u751f\u7ffb\u5929\u8986\u5730\u7684\u6539\u53d8\u5c1a\u672a\u53ef\u77e5\u3002\u4e0d\u8fc7\uff0c\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u65e0\u8bba\u662f\u57ce\u5e02NOA\u3001\u9ad8\u901fNOA\uff0c\u8fd8\u662f\u53bb\u9ad8\u7cbe\u5730\u56fe\u548c\u7aef\u5230\u7aef\u6a21\u578b\uff0c\u5b83\u4eec\u7684\u4e0d\u65ad\u5c1d\u8bd5\u4e0e\u8fdb\u5316\uff0c\u90fd\u4e3a\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u6301\u7eed\u53d1\u5c55\u79ef\u7d2f\u4e86\u7ecf\u9a8c\u3002\u53ea\u8981\u4e7e\u5764\u672a\u5b9a\uff0c\u4f60\u6211\u7686\u662f\u9ed1\u9a6c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4ece\u53bb\u5e74\u4e0b\u534a\u5e74\u4ee5\u6765\uff0c\u4e0d\u7ba1\u662f\u9020\u8f66\u65b0\u52bf\u529b\u8fd8\u662f\u4f20\u7edf\u8f66\u4f01 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,1],"tags":[],"class_list":["post-15362","post","type-post","status-publish","format-standard","hentry","category-industry-trends","category-home"],"views":0,"_links":{"self":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/15362"}],"collection":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/comments?post=15362"}],"version-history":[{"count":1,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/15362\/revisions"}],"predecessor-version":[{"id":15367,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/posts\/15362\/revisions\/15367"}],"wp:attachment":[{"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/media?parent=15362"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/categories?post=15362"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/222.128.65.89:18086\/index.php\/wp-json\/wp\/v2\/tags?post=15362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}