{"id":768078,"date":"2026-04-24T06:02:12","date_gmt":"2026-04-23T22:02:12","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=768078"},"modified":"2026-04-24T06:02:12","modified_gmt":"2026-04-23T22:02:12","slug":"imagenet%e4%bd%9c%e8%80%85%e8%8b%8f%e6%98%8a%e5%9b%9e%e5%9b%bd%e4%bb%bb%e6%95%99%e5%a4%8d%e6%97%a6%ef%bc%81%e6%9d%8e%e9%a3%9e%e9%a3%9e%e9%ab%98%e5%be%92%ef%bc%8c%e5%85%b7%e8%ba%ab%e7%ac%ac%e4%b8%80","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=768078","title":{"rendered":"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f – \u91cf\u5b50\u4f4d"},"content":{"rendered":"

ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/h1>\n
\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f\u514b\u96f7\u897f<\/a><\/em><\/span> 2026-04-17<\/span> 10:16:36<\/span> \u6765\u6e90\uff1a\u91cf\u5b50\u4f4d<\/a> <\/span><\/div>\n
\n

\u63a8\u52a8\u201c\u7269\u7406\u667a\u80fd\u201d\u7684\u6700\u7ec8\u5b9e\u73b0<\/p>\n<\/p><\/div>\n

\u514b\u96f7\u897f \u53d1\u81ea \u51f9\u975e\u5bfa
\u91cf\u5b50\u4f4d | \u516c\u4f17\u53f7 QbitAI<\/h5>\n

\u5177\u8eab\u667a\u80fd\u9886\u57df\u8bba\u6587\u88ab\u5f15\u6b21\u6570\u6700\u9ad8\u7684\u534e\u4eba\u5b66\u8005\uff0c\u5e26\u7740\u5341\u4e03\u5e74\u6d77\u5916\u79ef\u6dc0\uff0c\u56de\u6765\u4e86\u3002<\/p>\n

\u521a\u521a\uff0c\u5728\u7b2c\u4e94\u5c4a\u4e2d\u56fd\u4e09\u7ef4\u89c6\u89c9\u5927\u4f1a\uff08China3DV 2026\uff09\u4e0a\uff0c\u674e\u98de\u98de\u5f1f\u5b50\u3001ImageNet\u4f5c\u8005\u82cf\u660a<\/strong>\u6b63\u5f0f\u88ab\u590d\u65e6\u5b98\u5ba3\u52a0\u76df\u3002<\/p>\n

\u52a0\u76df\u590d\u65e6\u540e\uff0c\u82cf\u660a\u5c06\u62c5\u4efb\u6d69\u6e05\u7279\u8058\u6559\u6388\uff0c\u9886\u8854\u5efa\u8bbe\u901a\u7528\u7269\u7406\u667a\u80fd\u7814\u7a76\u9662\u5e76\u51fa\u4efb\u9662\u957f<\/strong>\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

\u5bf9\u4e8e\u82cf\u660a\u7684\u56de\u5f52\uff0c\u590d\u65e6\u5927\u5b66\u5b98\u65b9\u5c06\u5176\u5b9a\u4e49\u4e3a\u590d\u65e6\u201c\u9762\u5411\u667a\u80fd\u65f6\u4ee3\u7684\u5173\u952e\u843d\u5b50\u201d\u3002<\/p>\n

\u5b9e\u9645\u4e0a\uff0c\u65e9\u5728\u5b98\u5ba3\u4e4b\u524d\uff0cUCSD\u548c\u590d\u65e6\u6821\u5185\u5df2\u6709\u4f20\u8a00\u6d41\u51fa\uff0c\u79f0\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u9886\u8dd1\u8005\u82cf\u660a\u5373\u5c06\u8d74\u590d\u65e6\u4efb\u6559\u3002<\/p>\n

\u5982\u4eca\u9774\u5b50\u843d\u5730\uff0c\u5750\u5b9e\u4e86\u8fd9\u4e00\u573a\u5907\u53d7\u671f\u5f85\u7684\u56de\u56fd\u3002<\/p>\n

\u8c01\u662f\u82cf\u660a\uff1f<\/h2>\n

\u82cf\u660a\uff0c\u5177\u8eab\u667a\u80fd\u9886\u57df\u8bba\u6587\u88ab\u5f15\u6b21\u6570\u6700\u9ad8\u7684\u534e\u4eba\u5b66\u8005\uff0cImageNet\u7f14\u9020\u8005\u4e4b\u4e00\uff0cShapeNet\u3001PointNet\u3001PartNet\u3001SAPIEN\u3001ManiSkill\u7b49\u4e00\u4f17\u5960\u57fa\u7ea7\u9879\u76ee\u7684\u4e3b\u5bfc\u8005\uff0c\u5177\u8eab\u667a\u80fd\u516c\u53f8Hillbot\u8054\u5408\u521b\u59cb\u4eba\u517cCTO\u3002<\/p>\n

\u5728\u6b64\u4e4b\u524d\uff0c\u4ed6\u662f\u52a0\u5dde\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\uff08UCSD\uff09\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7cfb\u526f\u6559\u6388\uff0c\u540c\u65f6\u8fd8\u662f\u5177\u8eab\u667a\u80fd\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3002<\/p>\n

\u65e9\u524d\uff0c\u82cf\u660a\u5728UCSD\u7684\u4e2a\u4eba\u4e3b\u9875\u5df2\u7ecf\u505c\u6b62\u7ef4\u62a4\u3001\u4e0d\u518d\u66f4\u65b0\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

\u5728\u82cf\u660a\u65b0\u7684\u4e2a\u4eba\u4e3b\u9875\u4e0a\uff0c\u5df2\u7ecf\u66f4\u65b0\u4e86\u5728\u590d\u65e6\u7684\u6700\u65b0\u4efb\u804c\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

\u622a\u81f3\u76ee\u524d\uff0c\u5176\u8c37\u6b4c\u5b66\u672f\u88ab\u5f15\u6b21\u6570\u8d85\u8fc714.5\u4e07\u6b21\uff0c\u5728\u5177\u8eabAI\u9886\u57df\u7684\u534e\u4eba\u5b66\u8005\u4e2d\u6392\u540d\u7b2c\u4e00\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

\u53bb\u5e74\uff0c\u4ed6\u8fd8\u4e0e\u8c22\u8d5b\u5b81\u5171\u540c\u83b7\u5f97\u4e86CVPR\u9752\u5e74\u5b66\u8005\u5956\uff0c\u7406\u7531\u662f\u8868\u5f70\u4ed6\u4eec\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u6770\u51fa\u8d21\u732e\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u82cf\u660a\u8fd8\u662f\u5f0b\u529b\uff08\u6e05\u534e\u53c9\u9662\u52a9\u7406\u6559\u6388\uff09\u3001\u5362\u7b56\u543e\uff08\u7a79\u5f7b\u667a\u80fd\u521b\u59cb\u4eba\u3001\u4e0a\u4ea4\u6559\u6388\uff09\u3001\u738b\u9e64\uff08\u94f6\u6cb3\u901a\u7528\u521b\u59cb\u4eba\u3001\u5317\u5927\u52a9\u7406\u6559\u6388\uff09\u3001\u4e25\u68a6\u5a9b\uff08OpenAI<\/a>\u7814\u7a76\u5458\uff09\u3001\u83ab\u51ef\u6df3\uff08\u82f1\u4f1f\u8fbe\u7814\u7a76\u5458\uff09\u7b49\u4e00\u4f17\u77e5\u540d\u5b66\u8005\u7684\u5e08\u5144\u3002<\/p>\n

\u4ece\u5317\u822a\u5230\u666e\u6797\u65af\u987f\uff0c\u518d\u5230\u65af\u5766\u798f<\/h4>\n

2002\u5e74\uff0c\u82cf\u660a\u8fdb\u5165\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u653b\u8bfb\u8ba1\u7b97\u673a\u79d1\u5b66\u672c\u79d1\uff0c\u662f\u5317\u822a\u9ad8\u7b49\u7406\u5de5\u5b66\u9662\u7684\u7b2c\u4e00\u5c4a\u5b66\u5458\u3002<\/p>\n

\u672c\u79d1\u671f\u95f4\uff0c\u4ed6\u5e08\u4ece\u4e2d\u79d1\u9662\u9662\u58eb\u3001\u524d\u5317\u822a\u6821\u957f\u674e\u672a\u6559\u6388\uff0c\u7814\u7a76\u6570\u7406\u903b\u8f91\u4e0e\u5b9a\u7406\u81ea\u52a8\u8bc1\u660e\u3002<\/p>\n

2005\u5e74\uff0c\u7ecf\u674e\u672a\u6559\u6388\u63a8\u8350\uff0c\u4ed6\u524d\u5f80\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08MSRA\uff09\u5b9e\u4e60\uff0c\u5e08\u4ece\u5b59\u5251\u3001\u6c88\u5411\u6d0b\u3001\u5468\u660e\u3002<\/p>\n

\u5f7c\u65f6\u4ed6\u4e3b\u653b\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u4f46\u968f\u7740\u7814\u7a76\u6df1\u5165\uff0c\u4ed6\u9010\u6e10\u610f\u8bc6\u5230\uff0c\u76f8\u8f83\u4e8e\u62bd\u8c61\u7684\u8bed\u8a00\uff0c\u76f4\u63a5\u6765\u81ea\u7269\u7406\u4e16\u754c\u7684\u4fe1\u53f7\uff08\u5982\u89c6\u89c9\uff09\u624d\u662f\u7406\u89e3\u667a\u80fd\u66f4\u6839\u672c\u7684\u9014\u5f84<\/strong>\u3002<\/p>\n

\u82cf\u660a\u7684\u7814\u7a76\u91cd\u5fc3\uff0c\u4e5f\u7531\u6b64\u8f6c\u5411\u8ba1\u7b97\u673a\u89c6\u89c9\u3002<\/p>\n

2008\u5e74\uff0c\u5728\u6c88\u5411\u6d0b\u7684\u63a8\u8350\u4e0b\uff0c\u82cf\u660a\u5148\u540e\u5728\u666e\u6797\u65af\u987f\u548c\u65af\u5766\u798f\u53c2\u4e0e\u4e86ImageNet\u9879\u76ee\uff0c\u5e76\u57282009\u5e74\u8ddf\u968f\u674e\u98de\u98de\u6b63\u5f0f\u8f6c\u5165\u65af\u5766\u798f<\/strong>\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

ImageNet\u8fd9\u4e00\u5960\u57fa\u6027\u6570\u636e\u96c6\uff0c\u540e\u6765\u63a8\u52a8\u4e86\u8fd1\u4e8c\u5341\u5e74\u7684\u4eba\u5de5\u667a\u80fd\u6d6a\u6f6e\u3002<\/p>\n

\u5728ImageNet\u4e4b\u540e\uff0c\u82cf\u660a\u4e0e\u674e\u4f73\u5408\u4f5c\u4e86Object Bank\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u56fe\u50cf\u5728\u9ad8\u5c42\u89c6\u89c9\u4efb\u52a1\u4e2d\u7684\u8bed\u4e49\u8868\u793a\u80fd\u529b\uff0c\u4f7f\u5f97\u7b80\u5355\u5206\u7c7b\u5668\u4e5f\u80fd\u5728\u7269\u4f53\u8bc6\u522b\u548c\u573a\u666f\u5206\u7c7b\u7b49\u4efb\u52a1\u4e0a\u53d6\u5f97\u4f18\u5f02\u6027\u80fd\uff0c\u8fd9\u7bc7\u7814\u7a76\u53d1\u8868\u4e8e2010\u5e74\u7684NIPS\u4e0a\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

3D\u89c6\u89c9\u7684\u5960\u57fa\u4eba<\/h4>\n

\u5f532D\u89c6\u89c9\u7684\u65b9\u6cd5\u8bba\u65e5\u8d8b\u5b8c\u5584\u540e\uff0c\u82cf\u660a\u5c06\u76ee\u5149\u8f6c\u54113D\u89c6\u89c9\u3002<\/p>\n

2014\u5e74\uff0c\u5728\u83b7\u5f97\u5317\u822a\u6570\u5b66\u535a\u58eb\u5b66\u4f4d\u540e\u7684\u4ed6\uff0c\u5728Leonidas Guibas\u6307\u5bfc\u4e0b\u4e8e\u65af\u5766\u798f\u653b\u8bfb\u8ba1\u7b97\u673a\u535a\u58eb\uff0c\u4e3b\u653b\u4e09\u7ef4\u611f\u77e5\u3002<\/p>\n

2015\u5e74\uff0c\u4ed6\u53d1\u5e03ShapeNet\u2014\u2014\u5168\u7403\u7b2c\u4e00\u4e2a\u5927\u89c4\u6a213D\u6570\u636e\u96c6\uff0c\u5305\u542b\u903e300\u4e07\u4e2a3D CAD\u6a21\u578b\uff0c\u6db5\u76d63135\u4e2a\u7c7b\u522b\uff0c\u88ab\u5916\u754c\u8a89\u4e3a\u201c3D\u9886\u57df\u7684ImageNet\u201d\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

ShapeNet\u53d1\u5e03\u540e\uff0c3D\u89c6\u89c9\u7814\u7a76\u968f\u5373\u8fdb\u5165\u9ec4\u91d1\u53d1\u5c55\u671f\u3002<\/p>\n

2017\u5e74\uff0cPointNet\u4e0ePointNet++\u76f8\u7ee7\u53d1\u5e03\uff0c\u8ba93D\u89c6\u89c9\u76f8\u5173\u8bba\u6587\u5728\u9876\u4f1a\u7684\u5360\u6bd4\u4ece\u4e0d\u8db310%\u8dc3\u5347\u81f370%\u3002<\/p>\n

\u5176\u4e2dPointNet\u662f\u9996\u4e2a\u76f4\u63a5\u5904\u7406\u539f\u59cb\u70b9\u4e91\u6570\u636e\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u800cPointNet++\u5219\u8fdb\u4e00\u6b65\u6355\u6349\u70b9\u4e91\u4e2d\u7684\u5c40\u90e8\u7ed3\u6784\u4fe1\u606f\u3002<\/p>\n

\u8fd9\u4e24\u9879\u5de5\u4f5c\uff0c\u5982\u4eca\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u3002<\/p>\n

\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

2018\u5e74\u83b7\u5f97\u65af\u5766\u798f\u8ba1\u7b97\u673a\u535a\u58eb\u540e\uff0c\u82cf\u660a\u53c8\u53d1\u5e03\u4e863D\u7269\u4f53\u6570\u636e\u96c6PartNet\uff0c\u5e76\u5165\u804c\u52a0\u5dde\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\u3002<\/p>\n

\u4ece\u89c6\u89c9\u5230\u5177\u8eab<\/h4>\n

\u611f\u77e5\u4e4b\u540e\uff0c\u82cf\u660a\u7684\u4e0b\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u80fd\u4e0d\u80fd\u628a\u5177\u4f53\u7684\u611f\u77e5\u7b97\u6cd5\u6574\u5408\u8fdb\u4e00\u4e2a\u66f4\u5927\u7684\u7cfb\u7edf<\/strong>\uff1f<\/p>\n

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\"ImageNet\u4f5c\u8005\u82cf\u660a\u56de\u56fd\u4efb\u6559\u590d\u65e6\uff01\u674e\u98de\u98de\u9ad8\u5f92\uff0c\u5177\u8eab\u7b2c\u4e00\u9ad8\u5f15\uff0c\u51fa\u4efb\u901a\u7528\u7269\u7406AI\u9662\u957f<\/section>\n

2021\u5e74\uff0c\u4ed6\u53c8\u5728\u6b64\u57fa\u7840\u4e0a\u63a8\u51faManiSkill\u673a\u5668\u4eba\u64cd\u4f5c\u4eff\u771f\u5e73\u53f0\uff0c\u7528\u4e8e\u6d4b\u8bd5\u548c\u8bad\u7ec3\u673a\u5668\u4eba\u64cd\u4f5c\u6280\u80fd\u3002<\/p>\n

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[1]https:\/\/mp.weixin.qq.com\/s\/sv768xtTCHv6Uy9qbD92EA<\/a>
[2]https:\/\/www.haosu.ai\/<\/p>\n

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