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<\/figcaption><\/figure>\n

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<\/figcaption><\/figure>\n

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\u884c\u4e1a\u666e\u904d\u8ba4\u4e3a,\u91c7\u7528\u8def\u6d4b\u65b9\u5f0f\u6765\u6d4b\u8bd5\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u6240\u8017\u8d39\u7684\u65f6\u95f4\u548c\u6210\u672c\u592a\u9ad8,\u6781\u7aef\u4ea4\u901a\u6761\u4ef6\u548c\u5371\u9669\u573a\u666f\u590d\u73b0\u56f0\u96be,\u4e14\u5b58\u5728\u5f88\u5927\u5371\u9669\u6027,\u5173\u952e\u662f\u6d4b\u8bd5\u7684\u8fb9\u9645\u6548\u5e94\u975e\u5e38\u660e\u663e,\u4e5f\u5f88\u96be\u6ee1\u8db3\u5b8c\u5907\u6027\u9700\u6c42\u3002\u6240\u4ee5\u4eff\u771f\u6d4b\u8bd5\u662f\u89e3\u51b3\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\u6570\u636e\u532e\u4e4f\u548c\u6210\u672c\u9ad8\u7684\u6838\u5fc3\u8def\u5f84,\u5177\u6709\u5b89\u5168\u6027\u9ad8\u3001\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7387\u7b49\u7279\u6027,\u662f\u81ea\u52a8\u9a7e\u9a76\u5e94\u7528\u843d\u5730\u7684\u5173\u952e\u73af\u8282\u3002\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u865a\u62df\u73af\u5883\u4e2d\u6a21\u62df\u548c\u6d4b\u8bd5\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7684\u5404\u4e2a\u65b9\u9762,\u4ece\u611f\u77e5\u3001\u51b3\u7b56\u5230\u63a7\u5236\u4ee5\u53ca\u4ea4\u4e92\u7b49,\u9ad8\u6548\u7684\u9a8c\u8bc1\u548c\u4f18\u5316\u7cfb\u7edf\u7684\u6027\u80fd\u3002<\/p>\n

\u9ad8\u6548\u7684\u6d4b\u8bd5\u624d\u4f1a\u6709\u9ad8\u6548\u7684\u5f00\u53d1,\u6700\u9ad8\u6548\u7684\u6d4b\u8bd5\u662f\u5177\u5907\u5b8c\u6574\u573a\u666f\u8986\u76d6\u7684\u4eff\u771f\u6d4b\u8bd5\u3002\u4ece\u6d4b\u8bd5\u573a\u666f\u6570\u91cf\u770b,\u6a21\u62df\u4eff\u771f\u6d4b\u8bd5\u8fdc\u8fdc\u5927\u4e8e\u5c01\u95ed\u573a\u5730\u548c\u5b9e\u9645\u9053\u8def\u6d4b\u8bd5\u548c\u5c01\u95ed\u573a\u5730\u6d4b\u8bd5\u3002\u4f7f\u7528\u4eff\u771f\u8f6f\u4ef6\u63d0\u4f9b\u7684\u5de5\u5177\u548c\u529f\u80fd,\u6784\u5efa\u865a\u62df\u573a\u666f,\u5305\u62ec\u9053\u8def\u3001\u4ea4\u901a\u6807\u5fd7\u3001\u4ea4\u901a\u6d41\u7b49\u3002\u8fd9\u4e9b\u573a\u666f\u80fd\u6a21\u62df\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u5404\u79cd\u60c5\u51b5\u548c\u6311\u6218,\u4ee5\u4fbf\u8fdb\u884c\u5168\u9762\u7684\u6d4b\u8bd5\u548c\u9a8c\u8bc1,\u636e\u6b64\u53ef\u4ee5\u8bc4\u4f30\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u6027\u80fd,\u5e76\u53d1\u73b0\u6f5c\u5728\u7684\u95ee\u9898\u548c\u6539\u8fdb\u70b9,\u4e5f\u80fd\u591f\u66f4\u597d\u6ee1\u8db3\u5168\u751f\u547d\u5468\u671f\u7684OTA\u56de\u5f52\u6d4b\u8bd5\u9700\u6c42\u3002<\/p>\n

\u540c\u65f6,\u786e\u4fdd\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u7684\u771f\u5b9e\u6027\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u3002\u6d89\u53ca\u5230\u573a\u666f\u6a21\u62df\u7684\u51c6\u786e\u6027\u3001\u4f20\u611f\u5668\u6a21\u62df\u7684\u51c6\u786e\u6027\u3001\u8f66\u8f86\u6a21\u578b\u7684\u771f\u5b9e\u6027\u3001\u7b97\u6cd5\u6a21\u578b\u7684\u51c6\u786e\u6027\u3001\u4ea4\u4e92\u6a21\u62df\u7684\u771f\u5b9e\u6027\u7b49,\u8fd8\u6709\u8bf8\u591a\u4e0d\u7a33\u5b9a\u6027\u7684\u56e0\u7d20\u3002\u901a\u8fc7\u4e0d\u65ad\u6539\u8fdb\u4eff\u771f\u8f6f\u4ef6\u7684\u51c6\u786e\u6027\u548c\u771f\u5b9e\u6027,\u53ef\u4ee5\u63d0\u9ad8\u4eff\u771f\u7ed3\u679c\u4e0e\u771f\u5b9e\u4e16\u754c\u7684\u4e00\u81f4\u6027,\u4ece\u800c\u66f4\u597d\u5730\u652f\u6301\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\u3002<\/p>\n

\u3010\u4e94\u3011BEV\u3001\u7aef\u5230\u7aef\u7b49\u65b0\u6280\u672f\u8def\u7ebf\u5bf9\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u63d0\u51fa\u4e86\u4ec0\u4e48\u65b0\u7684\u8981\u6c42?<\/p>\n

\u5f53\u524dBEV+OCC\u5df2\u7ecf\u6210\u4e3a\u4e1a\u5185\u76f8\u5bf9\u5171\u8bc6\u7684\u81ea\u52a8\u9a7e\u9a76\u6846\u67b6,\u4e30\u5bcc\u7684\u6a21\u578b\u8868\u8fbe\u80fd\u529b,\u4e5f\u4f7f\u5f97\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7814\u53d1\u91cd\u70b9\u4e5f\u7531\u9762\u5411\u6a21\u578b\u8f6c\u5411\u9762\u5411\u6570\u636e\u3002\u6070\u662f\u8fd9\u79cd\u65b9\u5f0f\u7684\u8f6c\u53d8,\u5bf94D\u6570\u636e\u548c\u7a7a\u95f4\u8ba1\u7b97\u9700\u6c42\u4e5f\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42,\u5982\u4f55\u4f4e\u6210\u672c\u83b7\u53d6\u83b7\u53d6\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u573a\u666f\u5c24\u4e3a\u91cd\u8981,\u5bf9\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u4e5f\u63d0\u51fa\u4e86\u65b0\u7684\u9700\u6c42\u548c\u6311\u6218\u3002\u5728\u65b0\u7684\u7b97\u6cd5\u6846\u67b6\u548c\u8bc4\u6d4b\u4f53\u7cfb\u4e0b,\u9700\u8981\u591a\u89c6\u56fe\u3001\u591a\u4f20\u611f\u5668\u878d\u5408\u76844D\u6570\u636e,\u5fc5\u987b\u5728\u65f6\u95f4\u548c\u7a7a\u95f4\u4fdd\u6301\u4e00\u81f4\u7684\u57fa\u7840\u4e0a,\u80fd\u591f\u6ee1\u8db3\u771f\u5b9e\u6027\u3001\u5b8c\u5907\u6027\u548c\u591a\u6837\u6027\u7684\u9700\u6c42\u3002<\/p>\n

\u5982\u679c\u8bf4BEV+Transformer\u8def\u7ebf,\u662f\u611f\u77e5\u7aef\u7684\u795e\u7ecf\u7f51\u7edc\u8fd0\u7b97,\u7aef\u5230\u7aef\u5219\u662f\u5168\u7a0b\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5,\u65e0\u4eba\u5de5\u89c4\u5219\u4ecb\u5165\u3002\u8fd9\u8ba9\u539f\u672c\u7684\u6a21\u5757\u5316\u6d41\u7a0b\u53d8\u7684\u201c\u9ed1\u76d2\u5316\u201d\u3002\u8fc7\u53bb\u7684\u4eff\u771f\u6d4b\u8bd5,\u5305\u62ec\u5355\u5143\u6d4b\u8bd5\u3001\u6a21\u5757\u6d4b\u8bd5\u3001\u96c6\u6210\u6d4b\u8bd5\u7b49,\u662f\u4e00\u4e2a\u4ece\u5c0f\u5230\u5927\u7684\u8fc7\u7a0b\u3002\u88ab\u6d4b\u7269\u7684\u73af\u8282\u8d8a\u5c0f\u8d8a\u96c6\u4e2d,\u6d4b\u8bd5\u7684\u9488\u5bf9\u6027\u8d8a\u5f3a,\u53d1\u73b0\u4e86\u95ee\u9898,\u6307\u5411\u6027\u4e5f\u975e\u5e38\u660e\u663e\u3002\u9488\u5bf9\u7aef\u5230\u7aef\u7684\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5,\u4eff\u771f\u6d4b\u8bd5\u7684\u7b56\u7565\u4e5f\u5728\u968f\u4e4b\u53d8\u5316,\u9700\u8981\u652f\u6301\u5168\u95ed\u73af\u9a8c\u8bc1\u7b56\u7565,\u9700\u8981\u6709\u9ad8\u903c\u771f\u7684\u573a\u666f\u3001\u53ef\u884c\u51b3\u7b56\u7684\u751f\u6210\u80fd\u529b\u4ee5\u53ca\u914d\u5957\u7684\u771f\u5b9e\u548c\u8bc4\u4ef7\u4f53\u7cfb\u3002\u817e\u8baf\u81ea\u52a8\u9a7e\u9a76\u6570\u5b57\u5b6a\u751f\u4eff\u771f\u5e73\u53f0TAD Sim,\u91c7\u7528AIGC+PCG+\u9ad8\u903c\u771f\u6e32\u67d3\u5f15\u64ce\u6784\u5efa\u548c\u751f\u62104D\u573a\u666f,\u53ef\u7528\u4e8e\u8fdb\u884c\u7aef\u5230\u7aef\u7b97\u6cd5\u7684\u4eff\u771f\u6d4b\u8bd5,\u4e5f\u53ef\u4ee5\u751f\u6210\u914d\u5957\u7684\u771f\u503c\u6807\u6ce8\u6570\u636e,\u7528\u4e8e\u611f\u77e5\u7b97\u6cd5\u7684\u8bad\u7ec3\u3002<\/p>\n

<\/figcaption><\/figure>\n

\u96ea\u5929\u9ad8\u901f\u516c\u8def\u81ea\u52a8\u9a7e\u9a76\u6570\u5b57\u5b6a\u751f\u4eff\u771f\u6d4b\u8bd5<\/p>\n

\u3010\u516d\u3011AIGC\u53ca\u5927\u6a21\u578b\u7684\u7206\u53d1\u4e3a\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u5e26\u6765\u4ec0\u4e48\u53d8\u5316?<\/p>\n

\u751f\u6210\u5f0fAI\u5927\u6a21\u578b\u627f\u8f7d\u7740\u5de8\u91cf\u53c2\u6570,\u5229\u7528\u591a\u6a21\u6001\u6570\u636e,\u53ef\u63d0\u5347\u7814\u53d1\u6548\u80fd,\u8282\u7701\u6570\u636e\u6807\u6ce8\u6210\u672c,\u901a\u8fc7\u66f4\u5f3a\u7684\u6cdb\u5316\u80fd\u529b,\u52a0\u901f\u4eff\u771f\u573a\u666f\u6784\u5efa\u3002\u82e5AIGC\u6210\u4e3a\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u8bad\u7ec3\u548c\u6d4b\u8bd5\u7684\u4e3b\u8981\u6570\u636e\u6765\u6e90,\u90a3\u539f\u672c\u7684\u91c7\u96c6\u8f66\u961f\u3001\u5927\u89c4\u6a21\u6570\u636e\u5e73\u53f0\u7b49\u6a21\u5f0f\u5c06\u4f1a\u53d1\u58f0\u6539\u53d8,\u5f71\u54cd\u5230\u672a\u6765\u81ea\u52a8\u9a7e\u9a76\u4ea7\u4e1a\u683c\u5c40\u7684\u53d8\u5316\u3002<\/p>\n

\u91c7\u7528AIGC\u6280\u672f\u53ef\u4ee5\u521b\u9020\u51fa\u66f4\u591a\u7684\u5408\u6210\u6570\u636e,\u5c24\u5176\u662f\u4e00\u4e9b\u654f\u611f\u6216\u9ad8\u5b89\u5168\u9886\u57df\u7684\u6570\u636e\u548c\u957f\u5c3e\u6570\u636e,\u4ece\u800c\u586b\u8865\u771f\u5b9e\u6570\u636e\u4e2d\u7684\u7f3a\u53e3,\u63d0\u5347\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6837\u672c\u7684\u6837\u672c\u7684\u591a\u6837\u6027\u3001\u5b8c\u5907\u6027\u548c\u5747\u8861\u6027\u3002<\/p>\n

2022\u5e74\u4ee5\u6765, Nerf\u3001Diffusion Model\u3001World Model\u7b49\u65b0\u6280\u672f,\u63d0\u5347\u4e86\u4eff\u771f\u5e73\u53f0\u7684\u4fdd\u771f\u5ea6,\u53ef\u7528\u4e8e\u7b97\u6cd5\u7684\u8bad\u7ec3,\u5e76\u5927\u5e45\u63d0\u5347\u8bad\u7ec3\u6548\u7387\u3002\u901a\u8fc7\u751f\u6210\u6a21\u578b\u6765\u8f93\u5165\u5df2\u77e5\u73af\u5883\u7279\u5f81,\u540c\u65f6\u9884\u6d4b\u672a\u6765\u573a\u666f\u5f88\u53ef\u80fd\u5c31\u662f\u6784\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u81ea\u76d1\u7763\u57fa\u7840\u6a21\u578b(Foundation Model)\u7684\u5173\u952e\u6027\u4efb\u52a1\u3002\u81ea\u52a8\u9a7e\u9a76\u9886\u57dfworld model\u4e16\u754c\u6a21\u578b\u6b63\u5f0f\u8fd9\u79cd\u7406\u5ff5\u7684\u4ea7\u7269\u3002\u57fa\u4e8e\u8f66\u8f86\u91c7\u96c6\u7684\u5927\u91cf\u591a\u6e90\u6570\u636e,\u7ed3\u5408\u8bed\u4e49\u4fe1\u606f\u548c\u4e16\u754c\u6f14\u5316\u7684\u89c4\u5f8b\u751f\u6210\u672a\u6765\u573a\u666f,\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3001\u884c\u4e3a\u9884\u6d4b\u548c\u6d4b\u8bd5\u9a8c\u8bc1\u3002\u56e0\u4e3a\u4e16\u754c\u6a21\u578b\u5177\u6709\u66f4\u9ad8\u7684\u8fd8\u539f\u5ea6,\u80fd\u591f\u751f\u6210\u9ad8\u903c\u771f\u76844D\u573a\u666f\u6570\u636e,\u66f4\u6709\u6548\u7684\u652f\u6301\u7aef\u5230\u7aef\u7684\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u8bad\u7ec3\u548c\u6d4b\u8bd5,\u5c24\u5176\u662fcorner case\u7684\u751f\u6210\u6548\u7387\u66f4\u9ad8,\u8fdb\u800c\u63d0\u9ad8\u7b97\u6cd5\u8bad\u7ec3\u548c\u4eff\u771f\u6d4b\u8bd5\u6548\u7387\u3002<\/p>\n

\u5728\u6e38\u620f\u9886\u57df\u5e7f\u6cdb\u5e94\u7528\u7684\u573a\u666f\u81ea\u52a8\u751f\u6210\u3001\u5b9e\u65f6\u6e32\u67d3\u3001\u884c\u4e3a\u6a21\u62df\u7b49\u7b97\u6cd5,\u4e0e\u81ea\u52a8\u9a7e\u9a76\u7684\u4e09\u7ef4\u878d\u5408\u611f\u77e5\u7b49\u80fd\u529b\u76f8\u7ed3\u5408,\u4f1a\u5bf9\u81ea\u52a8\u9a7e\u9a76\u89c6\u89c9\u5927\u6a21\u578b\u80fd\u529b\u63d0\u4f9b\u6280\u672f\u652f\u6301,\u540c\u65f6\u4e91\u7aef\u5de5\u5177\u94fe\u4f53\u7cfb\u4e5f\u4e3a\u5927\u89c4\u6a21\u4e09\u7ef4\u6570\u636e\u5408\u6210\u63d0\u4f9b\u5f88\u597d\u7684\u5de5\u7a0b\u652f\u6301\u3002\u5229\u7528\u5927\u6a21\u578b\u548cAIGC,\u53ef\u4ee5\u751f\u6210\u548c\u7f16\u8f91\u51fa\u66f4\u4e30\u5bcc\u591a\u5143\u7684\u6d4b\u8bd5\u573a\u666f,\u5305\u62ec\u5149\u7167\u3001\u5929\u6c14\u53ca\u66f4\u52a0\u6781\u7aef\u7684\u4ea4\u901a\u73af\u5883\u3002<\/p>\n

<\/figcaption><\/figure>\n

\u817e\u8baf\u57fa\u4e8e\u6570\u5b57\u5b6a\u751f\u4eff\u771f\u6280\u672f\u5b9e\u73b0\u573a\u666f\u98ce\u683c\u8f6c\u6362<\/p>\n

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<\/figcaption><\/figure>\n

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