{"id":37285,"date":"2025-01-25T14:00:16","date_gmt":"2025-01-25T06:00:16","guid":{"rendered":"https:\/\/17aitech.com\/?p=37285"},"modified":"2025-01-25T14:00:16","modified_gmt":"2025-01-25T06:00:16","slug":"%e5%af%b9%e8%af%9d%e8%82%96%e7%89%b9%e7%89%b9%ef%bc%9a%e4%bb%8e%e4%bc%af%e5%85%8b%e5%88%a9%e5%88%b0promptai%e5%88%9b%e4%b8%9a%ef%bc%8c%e5%8f%91%e6%98%8e%e5%88%9b%e9%80%a0%e4%b8%8b%e4%b8%80%e4%bb%a3","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37285","title":{"rendered":"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-16\" target=\"_blank\">\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd<\/a><\/p>\n<section>\u901a\u7528\u8bed\u8a00\u6a21\u578b\u7387\u5148\u8d77\u8dd1\uff0c\u4f46\u901a\u7528\u89c6\u89c9\u6a21\u578b\u4f3c\u4e4e\u8fdf\u5230\u4e86\u4e00\u6b65\u3002<\/section>\n<section><\/section>\n<section>\u7a76\u5176\u539f\u56e0\uff0c\u8bed\u8a00\u4e2d\u8574\u542b\u5927\u91cf\u5e8f\u5217\u4fe1\u606f\uff0c\u80fd\u505a\u66f4\u6df1\u5165\u7684\u63a8\u7406\uff1b\u800c\u89c6\u89c9\u6a21\u578b\u7684\u8f93\u5165\u5185\u5bb9\u66f4\u52a0\u591a\u5143\u3001\u590d\u6742\uff0c\u8f93\u51fa\u7684\u4efb\u52a1\u8981\u6c42\u591a\u79cd\u591a\u6837\uff0c\u9700\u8981\u5bf9\u7269\u4f53\u5728\u65f6\u95f4\u3001\u7a7a\u95f4\u4e0a\u7684\u8fde\u7eed\u6027\u6709\u5b8c\u5584\u7684\u611f\u77e5\uff0c\u4f20\u7edf\u7684\u5b66\u4e60\u65b9\u6cd5\u6570\u636e\u91cf\u5927\u3001\u7ecf\u6d4e\u5c5e\u6027\u4e0a\u4e5f\u4e0d\u7406\u6027&#8230;&#8230; \u8fd8\u6ca1\u6709\u4e00\u5957\u7edf\u4e00\u7684\u7b97\u6cd5\u6765\u89e3\u51b3\u8ba1\u7b97\u673a\u5bf9\u7a7a\u95f4\u4fe1\u606f\u7684\u7406\u89e3\u3002<\/section>\n<section><\/section>\n<section>2023 \u5e74\uff0cMeta AI \u53d1\u5e03\u4e86\u9996\u4e2a &#8220;<strong>Segment Anything Model&#8221; (SAM)<\/strong>\uff0c\u8be5\u6a21\u578b\u65e0\u9700\u4e13\u95e8\u7684\u7c7b\u522b\u6807\u6ce8\uff0c\u800c\u662f\u901a\u8fc7\u4ea4\u4e92\u7684\u65b9\u5f0f\u5bf9\u771f\u5b9e\u4e16\u754c\u4e2d\u52a8\u6001\u7684\u4efb\u610f\u7269\u4f53\u8fdb\u884c\u5206\u5272\u3002\u5176\u5206\u5272\u65b9\u6cd5\u901a\u7528\uff0c\u53ef\u5bf9\u4e0d\u719f\u6089\u7684\u7269\u4f53\u548c\u56fe\u50cf\u8fdb\u884c\u96f6\u6837\u672c\u6cdb\u5316\uff0c\u4f53\u73b0\u4e86\u5bf9\u7a7a\u95f4\u4fe1\u606f\u7684\u5904\u7406\u548c\u7406\u89e3\u80fd\u529b\u3002\u8fd9\u9879\u5de5\u4f5c\u83b7\u5f97\u4e86 ICCV 2023 Best Paper Honorable Mention\u3002<\/section>\n<section><\/section>\n<section>\u6765\u81ea\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4 (BAIR) \u7684\u8096\u7279\u7279\u535a\u58eb\u662f\u8be5\u9879\u5de5\u4f5c\u7684\u4e3b\u8981\u53c2\u4e0e\u8005\u4e4b\u4e00\u3002\u4ed6\u8bc4\u4ef7\u8bf4\uff1a\u201c\u4ee5\u5f80\u6211\u4eec\u901a\u8fc7\u589e\u52a0\u7c7b\u522b\u6765\u63d0\u5347\u6a21\u578b\u6548\u679c\uff0c\u4f46 SAM \u653e\u5f03\u4e86\u65e7\u65f6\u4ee3\u7684\u5f88\u591a\u67b7\u9501\uff0c\u653e\u5f03\u4e86\u7279\u5b9a\u7684\u7c7b\u522b\u6807\u6ce8\u7684\u65b9\u5f0f\uff0c\u63d0\u5347\u4e86\u6a21\u578b\u5bf9\u7a7a\u95f4\u7684\u7406\u89e3\u80fd\u529b\u3002\u201d<\/section>\n<section><\/section>\n<section>\u8fd9\u4e3a CV \u65b0\u65f6\u4ee3\u6253\u5f00\u4e86\u4e00\u9053\u95e8\u3002<\/section>\n<section><\/section>\n<section>\u800c\u4e0d\u540c\u4e8e\u4e0a\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd\uff0c\u65b0\u65f6\u4ee3\u4e0b\u4ea7\u751f\u7684\u7a7a\u95f4\u667a\u80fd\u6700\u5927\u7684\u573a\u666f\u4f53\u73b0\u5728\u5177\u8eab\u667a\u80fd\u7684\u5e94\u7528\u4e0a\uff0c\u5b83\u8ba9\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u65e0\u4eba\u673a\u7b49\u786c\u4ef6\u8bbe\u5907\u62e5\u6709\u50cf\u4eba\u7c7b\u7684\u773c\u775b\u4e00\u6837\uff0c\u611f\u77e5\u4e16\u754c\uff0c\u5e76\u4ea7\u751f\u4e0e\u4e16\u754c\u4e92\u52a8\u7684\u884c\u52a8\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u8fd9\u5c31\u662f \u201c\u770b\u89c1\u4e0d\u53ea\u662f\u770b\u89c1\uff0c\u66f4\u662f\u7406\u89e3\u5230\u884c\u52a8\u201d \u7684\u667a\u80fd\u4ea7\u751f\u94fe\u6761\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u8096\u7279\u7279\u4e8e 2015 \u5e74\u4ee5\u4f18\u5f02\u6210\u7ee9\uff08summa cum laude\uff09\u83b7\u5f97\u4e86\u5317\u4eac\u5927\u5b66\u667a\u80fd\u79d1\u5b66\u4e13\u4e1a\u7684\u7406\u5b66\u5b66\u58eb\u5b66\u4f4d\uff0c\u540e\u4e8e 2019 \u5e74\u5728\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u5e76\u66fe\u5728 Facebook AI \u7814\u7a76\u9662\u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\u3002\u4f5c\u4e3a\u5e74\u8f7b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u5b66\u8005\u7684\u4ee3\u8868\u6837\u672c\uff0c\u4ed6\u7684\u591a\u7bc7\u91cd\u8981\u5de5\u4f5c\u53d1\u8868\u5728\u5305\u62ec\u300aScience Robotics\u300b\u3001CVPR\u3001ICCV\u3001ECCV \u548c NeurIPS \u7b49\u4e3b\u8981\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u8ba4\u4e3a\uff0c\u672a\u6765 5-10 \u5e74 CV \u8981\u89e3\u51b3\u7684\u662f\u771f\u5b9e\u4e16\u754c\u7684\u95ee\u9898\uff0c\u8ba9 AI \u6709\u4eba\u7c7b\u4e00\u6837\u5bf9\u7269\u7406\u7a7a\u95f4\u7684\u611f\u77e5\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>2023 \u5e74\uff0c\u7279\u7279\u6ca1\u6709\u7ee7\u7eed\u7559\u5728 Meta\uff0c\u800c\u662f\u9009\u62e9\u4e86\u4eba\u751f\u65b0\u8def\u5f84\uff0c\u6210\u7acb PromptAI\uff0c<strong>\u81f4\u529b\u4e8e\u6253\u9020\u901a\u7528\u89c6\u89c9\u667a\u80fd\u5e73\u53f0\uff0c\u4e3a\u673a\u5668\u8d4b\u4e88\u7c7b\u4eba\u7684\u89c6\u89c9\u611f\u77e5\u80fd\u529b\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png\"><\/a><\/section>\n<section>\u6210\u7acb\u4e00\u5e74\u65f6\u95f4\uff0cPromptAI \u83b7\u5f97\u6765\u81ea UC Bekerley Pieter Abbeel \u7684\u6295\u8d44\u4e0e Trevor Darrell \u7684\u6280\u672f\u652f\u6301\u3002\u4e24\u4f4d\u6559\u6388\u540c\u4e3a\u4f2f\u514b\u5229\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08BAIR\uff09\u8054\u5408\u4e3b\u4efb\uff0cTrevor Darrell \u6559\u6388\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u6781\u5927\u63a8\u52a8\u4e86\u5927\u89c4\u6a21\u611f\u77e5\u7684\u521b\u65b0\u7814\u7a76\uff0c\u800c Pieter Abbeel \u6559\u6388\u662f\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u673a\u5668\u4eba\u9886\u57df\u7684\u5148\u9a71\u4eba\u7269\u3002<\/section>\n<section><\/section>\n<section>\u516c\u53f8\u5176\u4ed6\u6210\u5458\u90fd\u662f\u5341\u5206\u5e74\u8f7b\u7684 AI \u7814\u7a76\u5458\u4e0e\u5de5\u7a0b\u5e08\uff0c\u5728\u7b97\u6cd5\u67b6\u6784\u3001\u4ea7\u54c1\u8fd0\u8425\u3001\u5de5\u7a0b\u7ba1\u7406\u4e0a\u62e5\u6709\u6770\u51fa\u7ecf\u9a8c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-11d06a629d0097e6d50510df304431ee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-11d06a629d0097e6d50510df304431ee.png\"><\/a><\/section>\n<section>\u800c\u8ffd\u95ee What&#8217;s next \u7684\u7cbe\u795e\uff0c\u662f PromptAI \u8fd9\u7fa4\u5e74\u8f7b\u7684 AI \u79d1\u5b66\u5bb6\u627e\u5230\u95ee\u9898\u7b54\u6848\u7684\u5173\u952e\u3002<\/section>\n<section><\/section>\n<section><strong>\u6c38\u8fdc\u5728\u63d0\u95ee What\u2019s next\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1aPromptAI \u5728\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279<\/strong>\uff1a\u53d1\u660e\u521b\u9020\u8ddf\u4eba\u4e00\u6837\u6709\u611f\u77e5\u80fd\u529b\u7684\u7a7a\u95f4\u667a\u80fd\u6a21\u578b\uff0c\u8ba9\u673a\u5668\u548c\u7b97\u6cd5\u6210\u4e3a\u4eba\u7c7b\u989d\u5916\u7684\u773c\u775b\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u4e3a\u4ec0\u4e48\u662f \u201c\u53d1\u660e\u521b\u9020\u201d\uff1f\u5f88\u5c11\u542c\u5230\u8fd9\u4e2a\u8bcd\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u201c\u53d1\u660e\u521b\u9020\u201d \u4e00\u5b9a\u662f\u6280\u672f\u9a71\u52a8\uff0c\u4f46\u6280\u672f\u9a71\u52a8\u7684\u4e1c\u897f\u4e0d\u4e00\u5b9a\u662f \u201c\u53d1\u660e\u521b\u9020\u201d\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5728\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u5df2\u6709\u7684\u4e92\u8054\u7f51\u6280\u672f\u6765\u964d\u672c\u589e\u6548\uff0c\u8fd9\u4e2d\u95f4\u4ea7\u751f\u5f88\u591a\u884c\u4e1a\u673a\u4f1a\u3002\u8fd9\u53d7\u5230\u65b0\u6280\u672f\u7684\u9a71\u52a8\uff0c\u4f46\u5e76\u4e0d\u662f \u201c\u53d1\u660e\u521b\u9020\u201d\u3002<\/section>\n<section><\/section>\n<section>\u800c\u76ee\u524d\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u65b0\u7684\u65b9\u5f0f\u8fd8\u6ca1\u6709\u51fa\u73b0\uff0c\u6211\u4eec\u5e0c\u671b\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u6280\u672f\uff0c\u5e76\u5b9a\u4e49\u65b0\u7684\u4eba\u4e0e\u673a\u5668\u4ea4\u4e92\u7684\u65b9\u5f0f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-100830446d66e7586603e8ca65c3f6ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-100830446d66e7586603e8ca65c3f6ed.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe\u7247\u6765\u6e90\uff1a\u516c\u53f8\u5b98\u7f51<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u662f\u4ec0\u4e48\u65f6\u5019\u4ea7\u751f\u521b\u4e1a\u60f3\u6cd5\u7684\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u6211\u4eec\u770b\u5230\u4e86 AI \u7ed9\u4eba\u7c7b\u793e\u4f1a\u5e26\u6765\u7684\u8fd9\u4e2a\u673a\u4f1a\uff1a\u4eba\u7c7b\u80fd\u770b\u5230\u7684\u4e1c\u897f\uff0c\u8ba1\u7b97\u673a\u4e5f\u80fd\u770b\u5230\u3002\u8ba1\u7b97\u673a\u80fd\u628a\u4eba\u7c7b\u4ece\u7e41\u7410\u65e0\u804a\u7684\u5de5\u4f5c\u3001\u4efb\u52a1\u4e2d\u89e3\u8131\u51fa\u6765\uff0c\u62e5\u6709\u66f4\u591a\u7684\u65f6\u95f4\u548c\u81ea\u7531\u53bb\u505a\u66f4\u559c\u6b22\u3001\u66f4\u64c5\u957f\u7684\u4e8b\u60c5\u3002<\/section>\n<section><\/section>\n<section>\u6211\u89c9\u5f97 AI \u5728\u6210\u719f\uff0c\u5b83\u53ef\u4ee5\u53d8\u6210\u6211\u4eec\u989d\u5916\u7684\u773c\u775b\u5e2e\u52a9\u6211\u4eec\u66f4\u9ad8\u6548\u3001\u66f4\u5feb\u4e50\u5730\u751f\u6d3b\u3002\u8fd9\u662f\u6211\u4eec\u521b\u4e1a\u5f00\u59cb\u65f6\uff0c\u5728\u793e\u4f1a\u5e94\u7528\u4e0a\u7684 insights\uff0c\u5f53\u7136\uff0c\u9664\u6b64\u4e4b\u5916\u8fd8\u6709\u6280\u672f\u53d8\u9769\u4e0a\u7684 insights\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u90a3\u6280\u672f\u4e0a\u63a8\u52a8\u4f60\u521b\u4e1a\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u5728 PhD \u540e\u671f\uff0c\u770b\u5230\u89c6\u89c9\u9886\u57df\u4ece MAE\uff08\u6ce8\uff1a\u300aMasked Autoencoders\u300b\uff0c\u8fd9\u9879\u5de5\u4f5c\u6765\u81ea Meta AI\uff0c\u91c7\u7528\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u65b9\u5f0f\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u548c\u9c81\u68d2\u6027\u3002\uff09\u5230 SAM\uff08\u6ce8\uff1a\u300aSegment Anything Model\u300b\uff09\u7684\u53d8\u5316\uff0c\u7528\u901a\u7528\u89c6\u89c9\u6a21\u578b\u53bb\u89e3\u51b3\u5927\u91cf\u4e0d\u540c\u95ee\u9898\u662f\u53ef\u884c\u7684\u3002\u8c37\u6b4c\u7684\u524d CEO \u57c3\u91cc\u514b\u30fb\u65bd\u5bc6\u7279\u5728\u300aHow Google Works\u300b\u4e2d\uff0c\u5c31\u66fe\u5f3a\u8c03\u6280\u672f\u6d1e\u89c1\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u662f\u4ea7\u54c1\u5f00\u53d1\u548c\u516c\u53f8\u6210\u957f\u7684\u6e90\u52a8\u529b\u3002<\/section>\n<section><\/section>\n<section>\u5e26\u7740\u5e94\u7528\u548c\u6280\u672f\u4e0a\u7684\u60f3\u6cd5\uff0c\u6211\u627e\u5230\u6211\u5728 UC Bekerley \u7684\u5bfc\u5e08 Trevor Darrell \u6559\u6388\u804a\uff0c\u4ed6\u5f88\u8ba4\u53ef\u4e5f\u5f88\u652f\u6301\u3002\u540e\u6765\u53c8\u5438\u7eb3\u4e86\u66f4\u591a\u56e2\u961f\u6210\u5458\uff0c\u5927\u5bb6\u90fd\u5171\u4eab\u4e00\u4e2a\u7406\u5ff5\uff1a<strong>\u65b0\u4e00\u4ee3\u89c6\u89c9\u6280\u672f\u7684\u5e94\u7528\u673a\u4f1a\u4ee5\u53ca\u7531\u6b64\u4ea7\u751f\u7684\u7a7a\u95f4\u667a\u80fd\u5bf9\u4eba\u7c7b\u793e\u4f1a\u7684\u4ef7\u503c<\/strong>\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u662f\u4ec0\u4e48\u9a71\u4f7f\u4f60\u60f3\u5230\u8fd9\u79cd\u65b0\u8303\u5f0f\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u5f80\u56de\u770b\uff0c<strong>\u7814\u7a76\u8005\u603b\u662f\u5728\u95ee\uff1aWhat\u2019s next\uff1f<\/strong>\u8fd9\u662f\u4e2a\u975e\u5e38\u81ea\u7136\u800c\u53d1\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>What\u2019s next \u95ee\u7684\u5185\u5bb9\u6709\u5f88\u591a\u79cd\uff0c\u4e00\u79cd\u662f\u76ee\u524d\u73b0\u6709\u7684\u6280\u672f\u80fd\u89e3\u51b3\u54ea\u4e9b\u4efb\u52a1\uff0c\u5e26\u6765\u54ea\u4e9b\u80fd\u529b\u4e0a\u7684\u63d0\u5347\u3002\u6bd4\u5982\u89c6\u89c9\u5206\u7c7b\u7814\u7a76\u4e2d\uff0c\u73b0\u5728\u80fd\u505a\u5230\u51c6\u786e\u7387 95%\uff0c\u6211\u80fd\u4e0d\u80fd\u63a8\u5230 97%\uff1f\u63a8\u5230 99%\uff1f<\/section>\n<section><\/section>\n<section>\u800c\u53e6\u4e00\u79cd\u662f\uff0c\u4e0b\u4e00\u4ee3\u6280\u672f\u662f\u4ec0\u4e48\u6837\u5b50\uff1f\u6211\u4eec\u5229\u7528\u4e0b\u4e00\u4ee3\u6280\u672f\u80fd\u591f\u505a\u4ec0\u4e48\u4e8b\u60c5\uff1f\u6bd4\u5982\u5bf9\u6570\u636e\u96c6\u6765\u8bf4\uff0c\u539f\u6765\u53ea\u80fd\u770b\u5230 20 \u7c7b\u7269\u4f53\uff0c\u540e\u6765 80 \u7c7b\uff0c\u540e\u6765 200 \u7c7b\uff0c\u518d\u5f80\u540e\uff0c\u80fd\u5426\u770b\u5230\u4ed6\u4eec\u5176\u4ed6\u7ef4\u5ea6\u7684\u7279\u6027\uff1f\u770b\u5230\u6750\u8d28\u3001\u7ed3\u6784\u3001\u7ec4\u6210\u90e8\u5206\uff1f\u56e0\u4e3a\u5f88\u96be\u5b9a\u4e49\u7c7b\u522b\uff0c\u80fd\u5426\u5e72\u8106\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u7269\u4f53\uff1f\u8fd9\u662f\u5728\u7814\u7a76\u4e2d\u6c34\u5230\u6e20\u6210\u4f1a\u601d\u8003\u5230\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e24\u79cd\u95ee\u9898\u4e00\u5b9a\u662f\u4ea4\u7ec7\u8fdb\u884c\u3001\u540c\u65f6\u53d1\u751f\u7684\u3002\u5f53\u524d\u6280\u672f\u7684\u6df1\u6316\u662f\u5f88\u6709\u5fc5\u8981\u7684\uff0c\u4e0d\u7136\u5f88\u96be\u770b\u5230\u4ed6\u7684\u5f71\u54cd\u529b\u7684\u6269\u6563\u3002\u4f46\u6709\u65f6\u5019\u8fd9\u4e2a\u6280\u672f\u4e0d\u4e00\u5b9a\u662f\u6700\u4f18\u89e3\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u9700\u8981\u6211\u4eec\u8df3\u51fa\u6765\uff0c\u53bb\u95ee\u95ee\u6709\u6ca1\u6709\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u800c\u901a\u7528\u89c6\u89c9\u6a21\u578b\uff0c\u5c31\u662f\u9762\u5bf9 CV1.0 \u65f6\u4ee3\u4e2d\u7684\u5404\u79cd\u95ee\u9898\u800c\u63d0\u51fa\u7684\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-4c99268a9feb0d58a7ae3c59ef58d69c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-4c99268a9feb0d58a7ae3c59ef58d69c.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8096\u7279\u7279\u53c2\u52a0 2024 \u667a\u6e90\u5927\u4f1a\uff0c\u5206\u4eab\u300aA Real-World Approach to Intelligence\u300b<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u8fd9\u79cd What\u2019s next \u65e2\u53ef\u4ee5\u95ee\u662f\u5426\u52a0\u901f\u4e86\u8fc7\u53bb\u7684\u5e94\u7528\uff0c\u4e5f\u53ef\u4ee5\u95ee\u662f\u5426\u521b\u9020\u4e86\u65b0\u7684\u8303\u5f0f\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u662f\u7684\u3002\u4f1f\u5927\u7684\u516c\u53f8\u90fd\u60f3\u8981\u77e5\u9053 \u201cwhat&#8217;s next\u201d\uff0c\u6bd4\u5982 Google \u7528\u4e86\u65b0\u7684\u6280\u672f\u65b9\u5f0f\u53bb\u7ba1\u7406\u4e16\u754c\u4e0a\u4e94\u82b1\u516b\u95e8\u7684\u77e5\u8bc6\uff1bApple \u521b\u9020\u4e86\u65b0\u7684\u4eba\u4e0e\u8ba1\u7b97\u673a\u4ea4\u4e92\u7684\u65b9\u5f0f\uff0c\u8ba9\u4e2a\u4eba\u7535\u8111\u8d70\u8fdb\u6211\u4eec\u7684\u751f\u6d3b\u91cc\uff1b\u82f1\u4f1f\u8fbe\u5b9e\u73b0\u4e86\u52a0\u901f\u8ba1\u7b97\uff0c\u7528\u65b0\u7684\u786c\u4ef6\u5f62\u6001\u53bb\u89e3\u51b3\u8ba1\u7b97\u9886\u57df\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u5728\u7814\u7a76\u548c\u521b\u4e1a\u4e2d\uff0c\u4e00\u65e6\u505c\u4e0b\u5bf9\u672a\u6765\u6280\u672f\u7684\u8ffd\u95ee\uff0c\u505a\u7684\u4e8b\u60c5\u5c31\u4f1a\u53d8\u5f97\u5e73\u5eb8\uff0c\u56ff\u4e8e\u76ee\u524d\u5df2\u7ecf\u638c\u63e1\u5230\u7684\u6280\u672f\uff0c\u53ea\u89e3\u51b3\u773c\u524d\u6709\u9650\u7684\u95ee\u9898\uff0c\u800c\u65e0\u6cd5\u627e\u5230\u4e0b\u4e00\u4ee3\u6280\u672f\uff0c\u89e3\u51b3\u66f4\u591a\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u8ffd\u95ee\u7684\u7cbe\u795e\uff0c\u5c31\u662f\u6211\u4eec\u7684\u56e2\u961f\u4fe1\u4ef0\u3002<\/section>\n<section><\/section>\n<section><strong>CV \u53d8\u9769\uff0c\u667a\u80fd\u4ea7\u751f\uff1a1.0-2.0<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u4ec0\u4e48\u662f CV1.0 \uff1f\u89e3\u51b3\u4e86\u54ea\u4e9b\u4efb\u52a1\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>CV1.0 \u89e3\u51b3\u4e13\u4e00\u7684\u3001\u7279\u5b9a\u7684\u4efb\u52a1\uff0c\u5b83\u5728\u7ecf\u6d4e\u5c5e\u6027\u4e0a\u5e76\u4e0d\u662f\u5f88\u7406\u6027\u3002<\/section>\n<section><\/section>\n<section>2012 \u5e74\u51fa\u73b0 AlexNet\uff0c\u8fd9\u4e2a\u673a\u5668\u5b66\u4e60\u8303\u5f0f\uff0c\u5bf9\u56fe\u7247\u8bc6\u522b\u7684\u80fd\u529b\u5927\u5927\u8d85\u8fc7\u4e86\u5176\u5b83\u6280\u672f\u8def\u7ebf\uff0c\u53ef\u4ee5\u7528\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u591a\u4e2a\u65b9\u5411\u4e0a\uff0c\u77ac\u95f4\u6fc0\u53d1\u4e86 AI \u7684\u5e94\u7528\u4ef7\u503c\u3002\u4e92\u8054\u7f51\u4ea7\u54c1\u53ef\u4ee5\u5229\u7528\u8fd9\u79cd\u8303\u5f0f\u6765\u5b66\u4e60\u56fe\u7247\u3001\u89c6\u9891\u5f53\u4e2d\u7684\u7279\u8d28\uff0c\u6765\u66f4\u597d\u5730\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff1b\u533b\u7597\u4e0a\u4f1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u6765\u505a\u8bca\u65ad\uff1b\u5de5\u5382\u91cc\u53ef\u4ee5\u505a\u5404\u79cd\u8d28\u91cf\u68c0\u6d4b\uff1b\u57ce\u5e02\u7ba1\u7406\u5f53\u4e2d\u8fd8\u53ef\u4ee5\u5206\u6790\u4eba\u7684\u8f68\u8ff9\u3001\u6d41\u5411\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u8fd9\u4e9b\u4efb\u52a1\u4e4b\u95f4\u4e0d\u80fd\u4e92\u901a\uff0c\u6bd4\u5982\u8bf4\uff0cA \u5de5\u5382\u751f\u4ea7\u624b\u673a\u5c4f\u5e55\uff0c\u9700\u8981\u4e00\u5957\u9488\u5bf9\u5212\u75d5\u68c0\u6d4b\u8fd9\u4e2a\u5355\u4e00\u4efb\u52a1\u7684\u89c6\u89c9\u7cfb\u7edf\uff1b\u800c B \u5de5\u5382\u751f\u4ea7\u6c7d\u8f66\uff0c\u4e5f\u9700\u8981\u4e00\u5957\u68c0\u6d4b\u5212\u75d5\u7684\u89c6\u89c9\u7cfb\u7edf\u3002\u4f46\u6b64\u5212\u75d5\u975e\u5f7c\u5212\u75d5\uff0c\u8fd9\u662f\u4e24\u5957\u5b8c\u5168\u4e0d\u4e00\u6837\u7684\u68c0\u6d4b\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>\u603b\u7ed3\u4e0b\u6765\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u89e3\u51b3\u540c\u4e00\u4e2a\u95ee\u9898\uff0c\u5c31\u662f\u611f\u77e5\u3002\u8fd9\u4e2a\u5927\u95ee\u9898\u5728\u5e94\u7528\u4e2d\u4f1a\u88ab\u7ec6\u5206\u4e3a\u65e0\u6570\u7ec6\u5206\u95ee\u9898\uff0c\u6bd4\u5982\u68c0\u6d4b\u6750\u8d28\u3001\u5927\u5c0f\u3001\u4f4d\u7f6e\u3001\u7ec4\u6210\u90e8\u5206\u7b49\u7b49\u3002\u5728 CV1.0 \u65f6\u4ee3\uff0c\u8fd9\u4e9b\u95ee\u9898\u975e\u5e38\u7ec6\uff0c\u5e76\u4e14\u6bcf\u4e2a\u573a\u666f\u5bf9\u667a\u80fd\u7684\u9700\u6c42\u662f\u6709\u9650\u7684\uff0c\u6211\u4eec\u89e3\u51b3\u4e86\u4e00\u4e2a\u5b50\u95ee\u9898\uff0c\u5374\u6ca1\u6709\u80fd\u529b\u89e3\u51b3\u53e6\u4e00\u4e2a\u5b50\u95ee\u9898\u3002\u56de\u5230\u5212\u75d5\u68c0\u6d4b\u95ee\u9898\uff0c\u5c31\u7b97\u6709\u4e00\u4e2a\u6a21\u578b\u80fd\u591f\u8bc6\u522b\u4e16\u754c\u4e0a\u6240\u6709\u7684\u5212\u75d5\uff0c\u4f46\u4f60\u5374\u8bc6\u522b\u4e0d\u4e86\u4e16\u754c\u4e0a\u6240\u6709\u7684\u676f\u5b50\u3002\u5982\u6b64\u4ee5\u5f80\uff0c\u8fd9\u4e2a\u6a21\u578b\u5c31\u975e\u5e38\u7684\u5355\u4e00\u3001\u4e0d\u5b8c\u5584\uff0c\u5b9e\u73b0\u96be\u5ea6\u4e5f\u5f88\u5927\uff0c\u7ecf\u6d4e\u6295\u5165\u4e5f\u4f1a\u5f88\u591a\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u8fd9\u79cd\u65b9\u6cd5\u8ddf\u4eba\u7c7b\u611f\u77e5\u7269\u4f53\u7684\u65b9\u5f0f\u662f\u4e0d\u4e00\u6837\u7684\u3002\u8fd9\u662f\u4e0d\u662f\u4e5f\u56de\u7b54\u4e86\uff1a\u4e3a\u4ec0\u4e48\u8fc7\u53bb\u7684 CV \u6280\u672f\u6ca1\u6709\u51fa\u73b0\u5f88\u591a\u89e3\u51b3\u901a\u7528\u884c\u4e1a\u95ee\u9898\u7684\u4ea7\u54c1\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u662f\u7684\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u5916\uff0cCV1.0 \u4e0e\u4eba\u7c7b\u667a\u80fd\u76f8\u6bd4\uff0c\u201c\u6570\u636e\u8f93\u5165\u201d \u7684\u6a21\u5f0f\u4e5f\u5e76\u4e0d\u76f8\u901a\u3002\u6253\u4e2a\u6bd4\u65b9\uff0c\u5bf9 CV1.0 \u6765\u8bf4\uff0c\u9700\u8981\u6807\u6ce8\u5f88\u591a\u6570\u636e\uff0c\u8ba9\u8ba1\u7b97\u673a\u77e5\u9053\u8fd9\u4e2a\u676f\u5b50\u662f\u4e0d\u9508\u94a2\u7684\uff0c\u53e6\u4e00\u4e2a\u662f\u73bb\u7483\u7684\u3002\u5982\u679c\u6211\u518d\u52a0\u4e00\u7c7b\u5851\u6599\u676f\uff0c\u90a3\u5c31\u53c8\u8981\u6807\u6ce8\u6210\u5343\u4e0a\u4e07\u7684\u8fd9\u7c7b\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u662f\u56de\u8fc7\u5934\u60f3\uff0c\u96be\u9053\u6211\u771f\u7684\u9700\u8981 \u201c\u89c1\u5230\u201d \u6210\u5343\u4e0a\u4e07\u7684\u73bb\u7483\u676f\uff0c\u624d\u80fd\u77e5\u9053\u8fd9\u4e2a\u662f\u73bb\u7483\u676f\u5417\uff1f\u4eba\u7c7b\u5e76\u4e0d\u662f\u8fd9\u6837\u505a\u5224\u65ad\u7684\uff0c\u6211\u4eec\u7528\u8fc7\u73bb\u7483\u676f\uff0c\u6216\u8005\u662f\u89c1\u8fc7\u73bb\u7483\u5236\u54c1\uff0c\u5728\u4e0d\u9700\u8981\u4f17\u591a \u201c\u6570\u636e\u8f93\u5165\u201d \u7684\u60c5\u51b5\u4e0b\u5c31\u53ef\u4ee5\u63a8\u65ad\u51fa\u6765\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u6b63\u56e0\u4e3a\u8fd9\u6837\uff0c\u6211\u4eec\u9700\u8981\u5927\u6a21\u578b\u7684\u80fd\u529b\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u5927\u6a21\u578b\u7684\u76ee\u7684\u4e0d\u662f\u628a\u6a21\u578b\u505a\u5927\uff0c\u4ef7\u503c\u5e76\u4e0d\u5728\u4e8e\u52a0\u53c2\u6570\u3002\u56de\u5230\u521a\u624d\u8bc6\u522b\u4e09\u79cd\u676f\u5b50\u7684\u4f8b\u5b50\uff0c\u4f60\u53ef\u4ee5\u505a\u51fa\u4e00\u4e2a\u4e0a\u4ebf\u7ea7\u53c2\u6570\u7684\u6a21\u578b\u6765\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff0c\u4f46\u4ecd\u5b58\u5728\u65e0\u6cd5\u89e3\u51b3\u66f4\u591a\u4efb\u52a1\u7684\u74f6\u9888\u3002<\/section>\n<section><\/section>\n<section>Foundation Model \u548c Pre-training \u7684\u597d\u5904\u662f\uff0c\u628a\u4e0d\u540c\u7684\u4fe1\u606f\u6e90\u90fd\u5b66\u4e60\u8fdb\u6765\uff0c\u6211\u4eec\u53ef\u80fd\u5e76\u4e0d\u77e5\u9053\u6a21\u578b\u4ece\u54ea\u91cc\u5b66\u5230\u7684\u5173\u4e8e \u201c\u73bb\u7483\u201d \u7684\u6982\u5ff5\uff0c\u4f46\u5f53\u5b83\u4e60\u5f97\u8fd9\u4e2a\u6982\u5ff5\u4e4b\u540e\uff0c\u4f1a\u628a\u8fd9\u4e2a\u6982\u5ff5\u62bd\u8c61\u51fa\u6765\uff0c\u5e76\u4e14\u80fd\u628a\u8fd9\u4e2a\u77e5\u8bc6\u8fd0\u7528\u5230\u672a\u6765\u7684\u9884\u6d4b\u548c\u611f\u77e5\u5f53\u4e2d\u3002\u8fd9\u4e2a\u662f\u5927\u6a21\u578b\u548c\u8fc7\u53bb\u7684\u6280\u672f\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1aCV 2.0 \u6709\u54ea\u4e9b\u4e0d\u540c\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u533a\u522b\u5728\u4e8e\uff0c\u7b2c\u4e00\u662f\u8ba9 AI \u5177\u5907\u548c\u4eba\u4e00\u6837\u611f\u77e5\u4e16\u754c\u7684\u667a\u80fd\uff0c\u89e3\u51b3\u771f\u5b9e\u4e16\u754c\u7684\u95ee\u9898\uff1b\u7b2c\u4e8c\u662f\u89e3\u51b3\u5f00\u653e\u4e16\u754c\u4e2d\u901a\u7528\u4efb\u52a1\u95ee\u9898\uff1b\u7b2c\u4e09\u662f\u5177\u6709\u4eba\u7684\u5e38\u8bc6\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u4ece CV1.0 \u5230 2.0 \u7684\u5206\u6c34\u5cad\u6709\u54ea\u4e9b\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong><strong>\u7b2c\u4e00\u4e2a\u5173\u952e\u8282\u70b9\uff0c\u662f 2021 \u5e74 OpenAI \u7684 CLIP \u5de5\u4f5c\uff08\u300aLearning Transferable Visual Models From Natural Language Supervision\u300b\uff09\uff0c\u5b83\u8bb2\u7684\u662f\u5982\u4f55 \u201c\u4ee5\u8bed\u8a00\u4f5c\u4e3a\u76d1\u7763\u201d \u5b66\u4e60\u89c6\u89c9\u4fe1\u606f<\/strong>\u3002\u8fc7\u53bb\uff0c\u5982\u679c\u6211\u4eec\u7528\u9884\u5b9a\u7c7b\u522b\u7684\u65b9\u5f0f\u6765\u505a\u8bc6\u522b\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u8ddf\u8bed\u8a00\u662f\u6ca1\u6709\u5173\u7cfb\u7684\u3002\u800c\u8fd9\u7bc7\u5de5\u4f5c\u63d0\u5230\uff0c\u4e0d\u540c\u7684\u6982\u5ff5\u5728\u8bed\u4e49\u4e0a\u6709\u76f8\u5173\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4eba\u7c7b\u7684\u8bed\u8a00\u4e2d\u83b7\u5f97\u8fd9\u79cd\u76f8\u5173\u6027\u3002\u601d\u8def\u5c31\u662f\uff0c\u8ba9\u6a21\u578b\u53bb\u5b66\u4e60\u56fe\u7247\u5bf9\u5e94\u7684\u63cf\u8ff0\uff0c\u5b66\u4e60\u56fe\u7247\u7684\u89c6\u89c9\u8bed\u4e49\u4fe1\u606f\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u8fd9\u4e2a idea \u5373\u4f7f\u5728\u5f53\u65f6\u6765\u770b\u4e5f\u5e76\u4e0d\u65b0\u9c9c\uff0c\u5b83\u72ec\u7279\u6027\u5728\u4e8e\uff0c\u7528\u66f4\u5927\u7684\u6570\u636e\u91cf\u548c\u8ba1\u7b97\u91cf\uff0c\u7528\u51e0\u767e\u4e2a million \u7684\u6570\u636e\u6765\u505a\u8bad\u7ec3\uff0c\u5e76\u4e14\u8fd9\u4e9b\u6570\u636e\u80fd\u5f88\u5bb9\u6613\u4ece\u4e92\u8054\u7f51\u4e0a\u83b7\u53d6\u3002\u4e4b\u6240\u4ee5\u6709\u8fd9\u4e2a\u60f3\u6cd5\uff0c\u662f\u56e0\u4e3a\u8fd9\u9879\u5de5\u4f5c\u6765\u81ea OpenAI\uff0c\u5f53\u65f6\u5df2\u7ecf\u5f00\u59cb\u505a GPT\uff0c\u4ed6\u4eec\u770b\u5230\u4e86 scale \u540e\u6a21\u578b\u7684\u53d8\u5316\u548c\u5f71\u54cd\uff0c\u8fd9\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u4eec\u5bf9\u89c6\u89c9\u548c\u8bed\u8a00\u4e4b\u95f4\u7684\u8ba4\u77e5\u3002<\/section>\n<section><\/section>\n<section>\u518d\u5f80\u540e\uff0c2023 \u5e74 Meta AI \u53d1\u5e03\u7684 SAM\uff08\u300aSegment Anything Model\u300b\uff09\u76f8\u5173\u5de5\u4f5c\u4e5f\u662f\u8fd9\u4e2a\u8f6c\u53d8\u8fc7\u7a0b\u4e2d\u7684 milestone\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-62c1ae330723030e3f0b0f531b7eeb34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-62c1ae330723030e3f0b0f531b7eeb34.png\"><\/a><\/section>\n<section><strong>SAM \u662f CV \u65e7\u65f6\u4ee3\u7684\u6700\u540e\u4e00\u7bc7\u5de5\u4f5c\uff0c\u65b0\u65f6\u4ee3\u7684\u7b2c\u4e00\u7bc7\u5de5\u4f5c<\/strong>\u3002\u539f\u56e0\u662f\uff0c\u5b83\u8981\u89e3\u51b3\u7684\u662f\u4f20\u7edf\u7684\u89c6\u89c9\u5206\u5272\u95ee\u9898\uff0c\u8fd9\u662f\u4e00\u4e2a\u65e7\u95ee\u9898\u3002\u9ad8\u7b49\u751f\u547d\u7684\u89c6\u89c9\u7cfb\u7edf\u90fd\u6709\u5bf9\u7269\u4f53\u5206\u5272\u7684\u80fd\u529b\uff0c\u8fd9\u4e2a\u80fd\u529b\u975e\u5e38\u91cd\u8981\uff0c\u4f46\u5b9e\u73b0 AGI \u4e0d\u4f1a\u901a\u8fc7\u5b8c\u7f8e\u89e3\u51b3\u5206\u5272\u95ee\u9898\u800c\u5b9e\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u5c3d\u7ba1\u5982\u6b64\uff0cSAM \u653e\u5f03\u4e86\u65e7\u65f6\u4ee3\u7684\u5f88\u591a\u67b7\u9501\uff0c\u653e\u5f03\u4e86\u7279\u5b9a\u7684\u7c7b\u522b\uff0c\u89e3\u51b3\u4e86\u901a\u7528\u7269\u4f53\u5206\u5272\u7684\u95ee\u9898\u3002\u4ee5\u6905\u5b50\u4e3e\u4f8b\uff0c\u6905\u5b50\u91cc\u6709\u5f88\u591a\u96f6\u90e8\u4ef6\uff0c\u96f6\u90e8\u4ef6\u91cc\u9762\u53ef\u80fd\u8fd8\u6709\u7ec6\u5206\u7684\u96f6\u90e8\u4ef6\uff0c\u90a3\u4e48\u5230\u5e95\u4ec0\u4e48\u624d\u662f\u8fd9\u4e2a\u6905\u5b50\u5462\uff1f\u5728 SAM \u4e2d\uff0c\u6211\u4eec\u65e0\u9700\u5bf9\u6905\u5b50\u53ca\u5176\u96f6\u90e8\u4ef6\u8fdb\u884c\u6807\u6ce8\uff0c\u800c\u662f\u901a\u8fc7\u4ea4\u4e92\u7684\u65b9\u5f0f\u5bf9\u4efb\u610f\u7269\u4f53\u8fdb\u884c\u5206\u5272\uff0c\u627e\u5230\u6211\u4eec\u5e0c\u671b\u5f97\u5230\u7684\u90e8\u5206\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e3a\u6211\u4eec\u6307\u660e\u4e86\u4e00\u4e2a\u65b9\u5411\uff1a<strong>\u5728\u4e00\u4e2a\u6a21\u578b\u4e0b\uff0c\u4e00\u4e2a\u901a\u7528\u7684\u89c6\u89c9\u6a21\u578b\u53bb\u89e3\u51b3\u5927\u91cf\u4e0d\u540c\u95ee\u9898\u662f\u53ef\u884c\u7684<\/strong>\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u76f8\u4fe1\u8fd9\u9879\u5de5\u4f5c\u662f\u4e3a CV \u65b0\u65f6\u4ee3\u5f00\u4e86\u4e00\u9053\u95e8\u7684\u539f\u56e0\u3002<\/section>\n<section><\/section>\n<section>\u6bd4\u5982\uff0c\u5206\u5272\u4eba\u50cf\u548c\u5206\u5272\u6587\u5b57\uff0c\u662f\u4e24\u5957\u7cfb\u7edf\u3002\u4f46\u5728 SAM \u4e2d\uff0c\u662f\u4e00\u5957\u7cfb\u7edf\u4e2d\u9700\u8981\u89e3\u51b3\u7684\u4e24\u4e2a\u4efb\u52a1\u3002\u90a3\u4e48\u601d\u8def\u6253\u5f00\u4e4b\u540e\uff0c\u8fd9\u5957\u7cfb\u7edf\u80fd\u89e3\u51b3\u7684\u95ee\u9898\u5c31\u5f88\u591a\u4e86\uff0c\u6709\u4e9b\u4eba\u7528\u5b83\u6765\u53bb\u5206\u5272\u536b\u661f\u7684\u56fe\u50cf\uff0c\u6709\u4eba\u5176\u5b9e\u7528\u5b83\u6765\u5206\u5272\u53e4\u4e66\u7c4d\u91cc\u9762\u7684\u4e00\u4e9b\u6587\u5b57\uff0c\u8fd8\u53ef\u4ee5\u53bb\u5206\u5272\u5fae\u751f\u7269\u4f53&#8230;&#8230; \u8fd9\u4e2a\u6a21\u578b\u5b8c\u5168\u6ca1\u6709\u89c1\u8fc7\u53e4\u4e66\u5b57\uff0c\u4f46\u4f9d\u9760\u826f\u597d\u7684\u6cdb\u5316\u6027\uff0c\u53ef\u4ee5\u518d\u96f6\u6837\u672c\u60c5\u51b5\u4e0b\u53d6\u5f97\u5f88\u597d\u7684\u6548\u679c\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u90a3\u4e0b\u4e00\u4e2a 10 \u5e74 CV \u8981\u53bb\u89e3\u51b3\u54ea\u4e9b\u95ee\u9898\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong><strong>\u672a\u6765 5-10 \u5e74 CV \u8981\u89e3\u51b3\u7684\u662f\u771f\u5b9e\u4e16\u754c\u7684\u95ee\u9898\uff0c\u8ba9 AI \u50cf\u4eba\u4e00\u6837\u6709\u611f\u77e5\u4e16\u754c\u7684\u80fd\u529b<\/strong>\u3002\u4f46\u6211\u4eec\u7684\u771f\u5b9e\u4e16\u754c\u662f\u8fde\u7eed\u7684\u89c6\u89c9\u4fe1\u606f\uff0c\u4e0d\u662f\u5355\u5e27\u7684\uff0c\u4e3a\u4e86\u611f\u77e5\u66f4\u591a\u771f\u5b9e\u4e16\u754c\u7684\u5185\u5bb9\uff0c\u6211\u4eec\u9700\u8981\u66f4\u5f3a\u7684\u89c6\u9891\u7406\u89e3\u80fd\u529b\u3002\u8fd9\u91cc\u4e5f\u6709\u5f88\u591a\u96be\u9898\uff0c\u6bd4\u5982\u8bf4\u5982\u4f55\u53bb\u8868\u5f81\u4e00\u4e2a\u89c6\u9891\uff1f\u5982\u4f55\u8ba9\u6a21\u578b\u53bb\u7406\u89e3\u65f6\u95f4\u7684\u6982\u5ff5\uff1f\u7406\u89e3\u52a8\u4f5c\u5728\u65f6\u95f4\u4e0a\u7684\u8fde\u7eed\u6027\uff1f\u7406\u89e3\u7269\u4f53\u5728\u7a7a\u95f4\u4e2d\u7684\u5177\u4f53\u4f4d\u7f6e\u3001\u8fdc\u8fd1\u5927\u5c0f\uff1f<\/section>\n<section><\/section>\n<section>\u5047\u5982\u6709\u4e00\u4e2a\u4eba\u7ecf\u8fc7\u4e00\u4e2a\u969c\u788d\u7269\uff0c\u5728\u5355\u5e27\u7cfb\u7edf\u4e2d\uff0c\u8ba1\u7b97\u673a\u5c31\u4f1a\u611f\u77e5\u4e0d\u5230\u88ab\u6321\u4f4f\u7684\u4eba\uff1b\u4f46\u5982\u679c\u662f\u89c6\u9891\u7cfb\u7edf\uff0c\u5c31\u4f1a\u6355\u6349\u5230\u4eba\u7ecf\u8fc7\u969c\u788d\u7269\u524d\u540e\u7684\u4fe1\u606f\uff0c\u201c\u770b\u201d \u5230\u4eba\u5728\u969c\u788d\u7269\u540e\u9762\u3002<\/section>\n<section><\/section>\n<section>\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u91d1\u6807\u51c6\u662f\u4eba\u7684\u611f\u77e5\u80fd\u529b\u3002\u8fd9\u4e2a\u4e0d\u5149\u662f\u5b66\u672f\u9886\u57df\u7684\u4e0b\u4e00\u4ee3\u95ee\u9898\uff0c\u4e5f\u662f\u5de5\u4e1a\u754c\u4e0b\u4e00\u4ee3 AI \u7684\u7ecf\u6d4e\u4ef7\u503c\u6240\u5728\u7684\u5730\u65b9\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u611f\u77e5\u548c \u201c\u4e16\u754c\u6a21\u578b\u201d \u7684\u8054\u7cfb\u662f\u4ec0\u4e48\uff1f\u201c\u4e16\u754c\u6a21\u578b\u201d \u7684\u672c\u8d28\u662f\u4ec0\u4e48\uff1f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong><strong>\u5f53\u6709\u4e86\u5bf9\u771f\u5b9e\u4e16\u754c\u66f4\u591a\u7684\u7406\u89e3\u4e4b\u540e\uff0c\u5bf9\u611f\u77e5\u5230\u7684\u4fe1\u606f\u505a\u672a\u6765\u7684\u9884\u6d4b\uff0c\u8fd9\u4e00\u5957\u7cfb\u7edf\u5c31\u662f \u201c\u4e16\u754c\u6a21\u578b\u201d<\/strong>\u3002\u201c\u4e16\u754c\u6a21\u578b\u201d \u662f\u63a8\u7406\u7684\u4e00\u79cd\u5f62\u5f0f\uff0c\u8fd9\u79cd\u63a8\u7406\u4e0d\u4ec5\u5305\u62ec\u903b\u8f91\u63a8\u7406\uff0c\u8fd8\u5305\u62ec\u4e00\u4e9b low-level \uff08\u6bd4\u5982\u5728\u50cf\u7d20\u4e0a\uff09\u7684\u63a8\u7406\u3002\u4f8b\u5982\uff0c\u5982\u679c\u6211\u63a8\u4e86\u7403\u4e00\u4e0b\uff0c\u8fd9\u4e2a\u7403\u4e0b\u4e00\u79d2\u5728\u89c6\u9891\u91cc\u4f1a\u663e\u793a\u6210\u4ec0\u4e48\u6837\u5b50\uff1f\u5bf9\u7403\u7684\u8fd0\u52a8\u7684\u63a8\u7406\uff0c\u5c31\u662f \u201c\u4e16\u754c\u6a21\u578b\u201d \u7684\u4f53\u73b0\u3002<\/section>\n<section>\u8fd9\u6837\u7684 \u201c\u4e16\u754c\u6a21\u578b\u201d \u56fa\u7136\u7406\u60f3\uff0c\u4f46\u5b83\u5f88\u96be\u6784\u5efa\uff0c\u751a\u81f3\u4eba\u4e5f\u4e0d\u4f1a\u7528\u8fd9\u6837\u7684\u63a8\u7406\u65b9\u5f0f\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/section>\n<section>\u5176\u5b9e\u4e16\u754c\u6a21\u578b\u4e0d\u662f\u4e00\u4e2a\u5168\u65b0\u7684\u6982\u5ff5\uff0c\u9ea6\u5361\u9521\u3001\u660e\u65af\u57fa\u548c\u9999\u519c\u7b49\u79d1\u5b66\u5bb6\u5728 1956 \u5e74\u8fbe\u7279\u8305\u65af\u4f1a\u8bae\u4e0a\u8c08\u8bba\u4eba\u5de5\u667a\u80fd\u5f00\u7aef\u7684\u65f6\u5019\uff0c\u5c31\u63d0\u5230\u4e86 Abstraction\uff08\u6ce8\uff1a\u62bd\u8c61\u6307\u7684\u662f AI \u7cfb\u7edf\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u7b80\u5316\u548c\u6982\u5ff5\u5316\u8868\u793a\uff0c\u8fd9\u79cd\u8868\u793a\u4f7f\u5f97 AI \u80fd\u591f\u8fdb\u884c\u72b6\u6001\u4f30\u8ba1\u3001\u9884\u6d4b\u3001\u6a21\u62df\u3001\u63a8\u7406\u548c\u51b3\u7b56\uff0c\u4ece\u800c\u66f4\u597d\u5730\u4e0e\u5916\u90e8\u73af\u5883\u4e92\u52a8\uff09\u3002Abstraction \u662f\u6bd4\u4e16\u754c\u6a21\u578b\u66f4\u5e7f\u6cdb\u7684\u5b9a\u4e49\uff0c\u4e16\u754c\u6a21\u578b\u662f\u5b9e\u73b0 Abstraction \u7684\u4e00\u79cd\u6784\u60f3\uff0c\u4f46\u4e0d\u4f1a\u662f\u552f\u4e00\u7684\u4e00\u79cd\u65b9\u6848\u3002\u6211\u8ba4\u4e3a\u5b83\u751a\u81f3\u5927\u6982\u7387\u4e0d\u662f\u672a\u6765\u6210\u529f\u5b9e\u73b0\u667a\u80fd\u7684\u65b9\u5f0f \u2014\u2014\u00a0<strong>\u667a\u80fd\u4f53\u5bf9\u5e38\u8bc6\u7684\u63a8\u7406\u80fd\u529b\u5e94\u8be5\u662f\u6d8c\u73b0\u7684\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e74d03f6094f8fe29b240d35364891a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e74d03f6094f8fe29b240d35364891a7.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8fbe\u7279\u8305\u65af\u4f1a\u8bae\u4e3b\u8981\u53c2\u4e0e\u8005\u53ca\u8bae\u9898<\/sup><\/em><\/section>\n<p><strong>BV\uff1a\u5f53 AI \u80fd\u66f4\u597d\u5730\u7406\u89e3\u89c6\u9891\u3001\u5efa\u7acb \u201c\u4e16\u754c\u6a21\u578b\u201d\uff0c\u662f\u5426\u5c31\u62e5\u6709\u4e86\u7a7a\u95f4\u4e0a\u7684\u667a\u80fd\u80fd\u529b\uff1f<\/strong><\/p>\n<p><strong>\u7279\u7279\uff1a<\/strong>\u8fd9\u4e2a\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\uff0c\u7406\u89e3\u662f\u667a\u80fd\u7684\u539f\u56e0\u8fd8\u662f\u667a\u80fd\u7684\u73b0\u8c61\uff1f<\/p>\n<section>\u5982\u679c\u7406\u89e3\u662f\u667a\u80fd\u7684\u73b0\u8c61\u7684\u8bdd\uff0c\u6211\u4eec\u770b\u5230\u4e00\u4e2a\u667a\u80fd\u4f53\uff0c\u5b83\u5c31\u5e94\u8be5\u5177\u6709\u7406\u89e3\u4e16\u754c\u7684\u80fd\u529b\uff1b\u4f46\u5982\u679c\u7406\u89e3\u662f\u667a\u80fd\u4ea7\u751f\u7684\u539f\u56e0\uff0c\u90a3\u4e48\u53ea\u6709\u5b83\u5b66\u4f1a\u4e86\u5bf9\u4e16\u754c\u7684\u9884\u6d4b\u3001\u638c\u63e1\u4e86\u4e16\u754c\u6a21\u578b\u4e4b\u540e\uff0c\u5b83\u624d\u80fd\u6210\u4e3a\u667a\u80fd\u4f53\u3002<\/section>\n<section><\/section>\n<section>\u751f\u7269\u8fdb\u5316\u662f\u4e00\u4e2a\u5f88\u590d\u6742\u7684\u8fc7\u7a0b\uff0c\u667a\u80fd\u7684\u51fa\u73b0\u5728\u8fdb\u5316\u7684\u89d2\u5ea6\u662f\u4e00\u4e2a\u76f8\u8f85\u76f8\u6210\u7684\u8fc7\u7a0b\u3002\u7406\u89e3\u80fd\u529b\u8d8a\u5f3a\uff0c\u667a\u80fd\u4f53\u5c31\u8d8a\u5f3a\u5927\uff0c\u667a\u80fd\u4f53\u8d8a\u5f3a\u5927\uff0c\u5b83\u5728\u8fdb\u5316\u4e0a\u5c31\u66f4\u5360\u4f18\u52bf\uff0c\u5c31\u4f1a\u6709\u66f4\u597d\u5730\u7406\u89e3\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u4e0b\u4e00\u4ee3 AI \u4e00\u5b9a\u662f\u5bf9\u4e16\u754c\u6709\u7406\u89e3\u3001\u63a8\u7406\u548c\u642d\u5efa \u201c\u4e16\u754c\u6a21\u578b\u201d \u7684\u80fd\u529b\u7684\uff0c\u4f46\u4e0b\u4e00\u4ee3\u7684 AI \u672a\u5fc5\u4f1a\u56e0\u4e3a\u5b66\u4e60 \u201c\u4e16\u754c\u6a21\u578b\u201d \u800c\u4ea7\u751f\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u5982\u679c\u5b66\u4e60\u63a8\u7406\u672a\u5fc5\u4ea7\u751f\u667a\u80fd\uff0c\u90a3\u4e48\u667a\u80fd\u5982\u4f55\u4ea7\u751f\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong><strong>\u628a AI \u90e8\u7f72\u5230\u771f\u5b9e\u4e16\u754c\u4e2d\u53bb\uff0c\u5728\u4e0e\u4e16\u754c\u7684\u4e92\u52a8\u4e2d\u83b7\u5f97\u7a7a\u95f4\u667a\u80fd\u3002<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5982\u679c\u4e00\u5957\u7cfb\u7edf\u53ea\u5b58\u6d3b\u5728\u6570\u5b57\u4e16\u754c\uff0c\u6ca1\u6709\u529e\u6cd5\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u4e00\u89c8\u5929\u4e0b\uff0c\u90a3\u5b83\u4e0d\u4e00\u5b9a\u4f1a\u6210\u4e3a\u771f\u6b63\u7684\u667a\u80fd\u4f53\u3002<\/section>\n<section><\/section>\n<section>\u5c31\u50cf\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\uff0c\u4ece\u591a\u6a21\u6001\u73af\u5883\u91cc\u5b66\u5230\u5404\u79cd\u5404\u6837\u7684\u5e38\u8bc6\uff0c\u83b7\u5f97\u9884\u6d4b\u80fd\u529b\u3002\u6bd4\u5982\u8e29\u5230\u4e86\u77f3\u5934\u4f1a\u6454\u5012\uff0c\u4ece\u624b\u4e2d\u6389\u4e86\u7684\u676f\u5b50\u53ef\u80fd\u4f1a\u6454\u788e\u3002\u6211\u4eec\u5f88\u96be\u53ea\u901a\u8fc7\u8bad\u7ec3\u4e16\u754c\u6a21\u578b\u7684\u65b9\u5f0f\u4ea7\u751f\u4e0b\u4e00\u4ee3\u667a\u80fd\uff0c\u6240\u4ee5\u6211\u4eec\u8981\u50cf\u6eda\u96ea\u7403\u4e00\u6837\uff0c\u8ba9\u667a\u80fd\u4f53\u5b66\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u5e38\u8bc6\uff0c\u505a\u66f4\u591a\u7684\u4efb\u52a1\u3002\u8bf4\u4e0d\u5b9a\u6709\u4e00\u5929\u667a\u80fd\u4f53\u53ef\u4ee5\u628a\u81ea\u5df1\u9001\u5230\u6708\u7403\u4e0a\u53bb\uff0c\u81ea\u5df1\u5e72\u6d3b\u5de5\u4f5c\uff0c\u7136\u540e\u56de\u6765\u544a\u8bc9\u4f60\u5b83\u5e72\u4e86\u4ec0\u4e48\u4e8b\u60c5\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u667a\u80fd\u662f\u5728\u667a\u80fd\u4f53\u8ddf\u73af\u5883\u7684\u4ea4\u4e92\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u3001\u6d8c\u73b0\u3002\u8fd9\u6837\u6765\u770b\uff0c\u7a7a\u95f4\u667a\u80fd\u7684\u4ea7\u751f\u8def\u5f84\u5c31\u5f88\u6e05\u695a\u4e86\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u662f\u7684\uff0c\u7b2c\u4e00\u6b65\u662f\u901a\u8fc7\u4f20\u611f\u5668\u89c2\u5bdf\u3001\u7406\u89e3\u7269\u7406\u4e16\u754c\uff0c\u5982\u679c\u6ca1\u6709\u529e\u6cd5\u89c2\u5bdf\u7269\u7406\u4e16\u754c\uff0c\u5c31\u6ca1\u6709\u529e\u6cd5\u7406\u89e3\u7269\u7406\u4e16\u754c\u3002<\/section>\n<section><\/section>\n<section>\u7b2c\u4e8c\u6b65\uff0c\u8ddf\u7269\u7406\u4e16\u754c\u505a\u4ea4\u4e92\uff0c\u77e5\u9053\u5982\u4f55\u505a\u6293\u53d6\u3001\u8d70\u8def\u3001\u907f\u969c\u3001\u64cd\u4f5c\u7269\u4f53\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u901a\u7528\u89c6\u89c9\u6a21\u578b\u6765\u66f4\u597d\u5730\u7406\u89e3\u611f\u77e5\u4e16\u754c\uff0c\u7406\u89e3\u65f6\u95f4\u4e0a\u3001\u7a7a\u95f4\u4e0a\u7684\u8fd0\u52a8\u6027\u7b49\u7279\u5f81\uff1b\u53e6\u4e00\u4e2a\u5c31\u662f Embodied AI\uff0c\u8ba9\u673a\u5668\u8ddf\u73af\u5883\u4ea4\u4e92\uff0c\u5728\u591a\u6a21\u6001\u7684\u771f\u5b9e\u4e16\u754c\u91cc\u4ea7\u751f\u667a\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u6bd4\u5982\uff0c<strong>\u5728\u4e0e Ilija Radosavovic \u5408\u4f5c\u7684\u300aReal-World Robot Learning with Masked Visual Pre-training\u300b\u4e2d<\/strong>\uff0c\u6211\u4eec\u901a\u8fc7\u5728\u5927\u89c4\u6a21\u771f\u5b9e\u4e16\u754c\u56fe\u50cf\u548c\u89c6\u9891\u6570\u636e\u4e0a\u8fdb\u884c\u81ea\u76d1\u7763\u89c6\u89c9\u9884\u8bad\u7ec3\uff0c\u9884\u8bad\u7ec3\u540e\u9700\u8981\u5728\u5b9e\u9645\u7684\u4efb\u52a1\u4e2d\u505a\u5c0f\u89c4\u6a21 finetune\uff0c<strong>\u4f7f\u673a\u5668\u4eba\u5728\u73b0\u5b9e\u4e16\u754c\u4efb\u52a1\u4e2d\u5b66\u4e60\u5230\u4e30\u5bcc\u7684\u89c6\u89c9\u8868\u793a\uff0c\u5e2e\u52a9\u673a\u5668\u4eba\u66f4\u597d\u5730\u7406\u89e3\u548c\u611f\u77e5\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u4e09\u7ef4\u7a7a\u95f4\u4fe1\u606f\uff0c\u5e76\u5728\u590d\u6742\u73af\u5883\u4e2d\u505a\u51fa\u5408\u7406\u7684\u51b3\u7b56\u548c\u884c\u52a8\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-c1f0c63ce9c8223d864bfac980943628.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-c1f0c63ce9c8223d864bfac980943628.png\"><\/a><\/section>\n<section><strong>\u505a AI \u7684\u4eba\u600e\u4e48\u770b\u827a\u672f\u751f\u6210\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u751f\u6210\u5462\uff1f\u5728\u667a\u80fd\u4ea7\u751f\u7684\u8fc7\u7a0b\u4e2d\uff0c\u751f\u6210\u5230\u5e95\u4ee5\u4ec0\u4e48\u5f62\u5f0f\u51fa\u73b0\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u8fd9\u4e2a\u662f\u76ee\u524d\u5927\u5bb6\u6ca1\u6709\u5b9a\u8bba\u7684\u4e8b\u60c5\u3002\u8fd9\u4e0e\u4eba\u7684\u60f3\u8c61\u662f\u4e0d\u540c\u7684\uff0c\u4eba\u7684\u60f3\u8c61\u662f\u62bd\u8c61\u5730\u53bb\u60f3\u8c61\u53ef\u80fd\u4f1a\u53d1\u751f\u7684\u4e8b\u60c5\uff1b\u800c\u73b0\u5728\u7684\u751f\u6210\u5f0f AI\uff0c\u66f4\u591a\u662f\u4ee5\u5728\u7ec6\u8282\u4e0a\u3001\u4ee5\u50cf\u7d20\u7ea7\u522b\u7684\u6c34\u51c6\uff0c\u628a\u5185\u5bb9\u7ed9\u751f\u6210\u51fa\u6765\u3002<\/section>\n<section><\/section>\n<section>\u5927\u591a\u6570\u4eba\u90fd\u4e0d\u662f\u753b\u5bb6\uff0c\u6211\u7684\u753b\u753b\u7684\u827a\u672f\u80fd\u529b\u6781\u4e3a\u843d\u540e\uff0c\u4f46\u6211\u8fd8\u662f\u6709\u827a\u672f\u4e0a\u6b23\u8d4f\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u56de\u5230\u8fbe\u7279\u8305\u65af\u4f1a\u8bae\u4e0a\u5927\u5bb6\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u61a7\u61ac\u3002\u5927\u5bb6\u8ba4\u4e3a\u751f\u6210\u5176\u5b9e\u662f creativity and randomness\uff0c\u8ba1\u7b97\u673a\u4e0d\u662f\u5b8c\u5168\u6309\u7167\u65e2\u5b9a\u7684\u7a0b\u5e8f\u53bb\u6267\u884c\u6bcf\u4e00\u4e2a\u6307\u4ee4\u3002\u5c31\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u65e0\u8bba\u662f\u6211\u4eec\u7684\u601d\u7ef4\u8fd8\u662f\u52a8\u4f5c\uff0c\u90fd\u4e0d\u4e00\u5b9a\u662f\u5728\u6267\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u6307\u4ee4\uff0c\u56e0\u4e3a\u6211\u4eec\u6709\u521b\u9020\u529b\u548c\u60f3\u8c61\u529b\u3002\u6240\u4ee5\u6211\u89c9\u5f97\u751f\u6210\u662f\u667a\u80fd\u7684\u4e00\u4e2a\u91cd\u70b9\uff0c\u4f46\u662f\u5177\u4f53\u80fd\u4e0d\u80fd\u50cf\u753b\u5bb6\u4e00\u6837\u628a\u5b83\u7684\u827a\u672f\u6027\u753b\u51fa\u6765\uff0c\u5c31\u662f\u53e6\u4e00\u56de\u4e8b\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u201c\u70ed\u7231\u827a\u672f\u4eba\u201d \u548c \u201c\u641e\u6280\u672f\u7684\u4eba\u201d \u8fd9\u4e24\u4e2a\u6807\u7b7e\u7684\u53e0\u52a0\u4e0b\uff0c\u8ba9\u4f60\u5bf9 \u201cAI \u662f\u5426\u80fd\u521b\u9020\u827a\u672f\u201d \u8fd9\u4e2a\u8bdd\u9898\u6709\u4ec0\u4e48\u4e0d\u540c\u7684\u611f\u53d7\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u97f3\u4e50\u3001\u7f8e\u672f\u3001\u7535\u5f71\uff0c\u8fd9\u4e9b\u5728\u6211\u7684\u751f\u547d\u4e2d\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e00\uff0c\u827a\u672f\u662f\u5173\u4e8e\u672a\u6765\u7684\uff0c\u4e0d\u662f\u5173\u4e8e\u8fc7\u53bb\u7684\uff0c\u65e0\u6cd5\u7528\u8fc7\u53bb\u5df2\u6709\u7684\u4fe1\u606f\u6765\u8bad\u7ec3 \u201c\u751f\u6210\u201d \u827a\u672f\u3002<\/strong>\u827a\u672f\u9700\u8981\u7ecf\u5386\u548c\u611f\u53d7\uff0c\u662f\u4eba\u5bf9\u5916\u5728\u4e16\u754c\u548c\u5185\u5728\u4e16\u754c\u7684\u62bd\u8c61\u7406\u89e3\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0cAI \u7684\u4ef7\u503c\u66f4\u591a\u7684\u4f53\u73b0\u5728\u751f\u4ea7\u5de5\u5177\u7684\u5c5e\u6027\u4e0a\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7 AI \u6765\u8ba9\u751f\u6d3b\u66f4\u4fbf\u6377\u3001\u5b89\u5168\u3001\u7406\u60f3\uff0c\u89e3\u653e\u6211\u4eec\u7684\u65f6\u95f4\u548c\u751f\u4ea7\u529b\u3002\u4f46 AI \u6ca1\u6709\u611f\u60c5\u7ecf\u5386\uff0c\u6ca1\u6709\u751f\u6d3b\u7ecf\u5386\uff0c\u8ddf\u4eba\u7c7b\u7684\u60b2\u559c\u5e76\u4e0d\u76f8\u901a\uff0c\u6240\u4ee5 AI \u5f88\u96be\u53bb\u611f\u53d7\u827a\u672f\uff0c\u4e5f\u5c31\u5f88\u96be\u751f\u6210\u827a\u672f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3cbbc46dee7ac5d4361ce0a8a3da7b53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3cbbc46dee7ac5d4361ce0a8a3da7b53.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6cd5\u56fd\u5370\u8c61\u6d3e\u4ee3\u8868\u4eba\u7269\u514b\u52b3\u5fb7\u30fb\u83ab\u5948\u300a\u65e5\u51fa\u5370\u8c61\u300b<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u56de\u8fc7\u5934\u6765\u770b\uff0c\u827a\u672f\u4e4b\u6240\u4ee5\u662f\u827a\u672f\uff0c\u5f88\u591a\u65f6\u5019\u662f\u8ddf\u89c2\u5bdf\u8005\u6709\u5173\u7cfb\u7684\uff0c\u4e00\u5343\u4e2a\u4eba\u91cc\u6709\u4e00\u5343\u4e2a\u4e0d\u540c\u7684\u54c8\u59c6\u96f7\u7279\u3002\u5f53\u4eba\u4eec\u6b23\u8d4f\u753b\u4f5c\u3001\u97f3\u4e50\u7684\u65f6\u5019\uff0c\u4f1a\u4ece\u4e2d\u5f97\u5230\u5171\u9e23\uff0c\u611f\u53d7\u5230\u65b0\u7684\u4e1c\u897f\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e8c\uff0c\u827a\u672f\u548c\u5185\u5bb9\u5236\u4f5c\u5f88\u96be\u533a\u5206\u5f00\u6765\u3002<\/strong>\u827a\u672f\u662f\u4e00\u4e2a\u590d\u6742\u7684\u8fc7\u7a0b\uff0c\u5176\u4e2d\u5305\u62ec\u521b\u9020 idea \u90e8\u5206\uff0c\u4e5f\u5305\u62ec\u5236\u4f5c\u5185\u5bb9\u90e8\u5206\u3002<\/section>\n<section><\/section>\n<section>\u6bd4\u5982\u8bf4\uff0c\u753b\u5bb6\u753b\u753b\uff0c\u96d5\u5851\u5bb6\u96d5\u523b\u4f5c\u54c1\uff0c\u5267\u4f5c\u5bb6\u521b\u4f5c\u5267\u672c\uff0c\u6211\u4eec\u5f88\u96be\u628a\u521b\u9020 idea \u548c\u5236\u4f5c\u5185\u5bb9\u533a\u5206\u5f00\u6765\u3002\u8fd9\u4e9b\u827a\u672f\u884c\u4e3a\u4e0d\u4ec5\u662f\u4e00\u4e2a\u7075\u611f\u60f3\u6cd5\u7684\u4ea7\u751f\uff0c\u66f4\u91cd\u8981\u7684\u662f\u8981\u628a\u7075\u611f\u60f3\u6cd5\u4e32\u8d77\u6765\u3001\u8868\u73b0\u51fa\u6765\u3001\u5236\u4f5c\u51fa\u6765\uff0c\u8fd9\u4e2d\u95f4\u9700\u8981\u5f88\u591a \u201c\u4f53\u529b\u6d3b\u201d\u3002\u6bd4\u5982\u7f57\u4e39\u7684\u6bcf\u4e00\u4e2a\u96d5\u5851\u4f5c\u54c1\uff0c\u90fd\u7ecf\u5386\u4e86\u827a\u672f\u5bb6\u5927\u91cf\u7ed8\u753b\uff0c\u8bd5\u9a8c\uff0c\u548c\u5b8c\u5584\u3002\u5f53\u6211\u4eec\u7528\u5199 prompt \u7684\u65b9\u5f0f\u53bb\u751f\u6210\u4e00\u4e2a\u5185\u5bb9\uff0c\u6211\u4eec\u53ea\u662f\u5229\u7528 AI \u5236\u4f5c\u4e86\u5185\u5bb9\uff0c\u4e0d\u4e00\u5b9a\u662f\u521b\u9020\u4e86\u827a\u672f\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e09\uff0c\u6211\u4eec\u4e5f\u8981\u628a\u827a\u672f\u548c\u5a31\u4e50\u4e5f\u8981\u533a\u5206\u5f00\u6765\u3002<\/strong>\u5f53\u6211\u4eec\u542c\u5230\u4e00\u6bb5\u65cb\u5f8b\u6216\u662f\u770b\u5230\u4e00\u6bb5\u5f71\u50cf\uff0c\u89c9\u5f97\u5f88\u597d\u770b\u3001\u5f88\u8fc7\u763e\uff0c\u4f46\u4e0d\u4ee3\u8868\u5b83\u6fc0\u53d1\u6211\u4ea7\u751f\u4e86\u8ba4\u77e5\u4e0a\u7684\u6539\u53d8\u3001\u60c5\u7eea\u4e0a\u7684\u5171\u9e23\u3001\u5bf9\u4e16\u754c\u65b0\u7684\u7406\u89e3\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d AI \u66f4\u591a\u662f\u5728\u751f\u6210\u5a31\u4e50\uff0c\u800c\u4e0d\u662f\u827a\u672f\u3002<\/section>\n<section><\/section>\n<section><strong>\u6545\u4e8b\u53e6\u4e00\u9762<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u79d1\u7814\u8def\u4e0a\uff0c\u54ea\u4e9b\u4eba\u7ed9\u4f60\u5e26\u6765\u6280\u672f\u4e0a\u7684\u542f\u53d1\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>2018 \u5e74\uff0c\u6211\u5728\u5b59\u5251\u8001\u5e08\u7684\u6307\u5bfc\u4e0b\u53c2\u52a0 COCO \u7ade\u8d5b\uff08\u6ce8\uff1aCommon Objects in Context\uff09\uff0c\u9898\u76ee\u5c31\u662f\u5982\u4f55\u505a\u51fa\u66f4\u5f3a\u5927\u7684\u7269\u4f53\u68c0\u6d4b\u5668\u3002\u6211\u4eec\u7528\u4e86 256 \u5f20 GPU \u53bb\u8bad\u7ec3\u8fd9\u4e2a\u6a21\u578b\uff0c\u8fd9\u4e2a\u6570\u91cf\u7ea7\u7684 GPU \u8ba9\u6a21\u578b\u7684\u6536\u655b\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u4f46\u5374\u5f88 \u201c\u975e\u4e3b\u6d41\u201d\u3002\u56e0\u4e3a\u5f53\u65f6\u7684\u4e3b\u6d41\u89c2\u70b9\u662f\u6a21\u578b\u5e76\u975e\u8d8a\u5927\u8d8a\u597d\uff0c\u800c\u6211\u4eec\u7684\u65b9\u6848\u751a\u81f3\u65e9\u4e8e\u7b2c\u4e00\u4ee3 GPT\u3002<strong>\u5b59\u5251\u8001\u5e08\u95ee\u6211\u4eec\uff1a\u8fd9\u4e2a\u4e1c\u897f\u7684\u8fb9\u754c\u3001\u4e0a\u9650\u5728\u54ea\u91cc\uff1f\u6a21\u578b\u6548\u679c\u597d\u7684\u80cc\u540e\u539f\u56e0\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u542f\u53d1\u975e\u5e38\u91cd\u8981\uff1a\u4f60\u8981\u4e0d\u505c\u7684\u95ee\u4e3a\u4ec0\u4e48\u662f\u8fd9\u6837\uff0c\u800c\u4e0d\u662f\u90a3\u6837\uff1f\u4f20\u7edf\u7684\u65b9\u5f0f\u5c31\u4e00\u5b9a\u662f\u5bf9\u7684\u5417\uff1f\u6709\u6ca1\u6709\u4e0b\u4e00\u4ee3\u89e3\u51b3\u65b9\u6848\uff1f\u6388\u4eba\u4ee5\u9c7c\u4e0d\u5982\u6388\u4eba\u4ee5\u6e14\uff0c\u603b\u6709\u95ee\u9898\u662f\u8001\u5e08\u89e3\u51b3\u4e0d\u4e86\u7684\uff0c\u603b\u6709\u95ee\u9898\u662f\u9700\u8981\u5e74\u8f7b\u7684\u5934\u8111\u53bb\u601d\u8003\u7684\u3002\u800c\u8fd9\u4e9b\u601d\u8003\u5bf9\u521a\u5165\u95e8\u7684\u5e74\u8f7b\u79d1\u7814\u8005\u6765\u8bf4\u662f\u975e\u5e38\u91cd\u8981\u7684\u4e00\u8bfe\uff0c\u80fd\u8ba9\u6211\u4eec\u7684\u5de5\u4f5c\u505a\u7684\u66f4\u624e\u5b9e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7e48606e0c60c2e6d2a914c1c46f6249.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7e48606e0c60c2e6d2a914c1c46f6249.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe\u4e2d\u5de6\u4e09\u4e3a\u8096\u7279\u7279\uff0c\u53f3\u4e8c\u4e3a\u5b59\u5251\u8001\u5e08<\/sup><\/em><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>BV\uff1a\u4f2f\u514b\u5229\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08BAIR\uff09\u7ed9\u4f60\u7559\u4e0b\u4ec0\u4e48\u5370\u8c61\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>BAIR \u4e0d\u662f\u4e00\u4e2a lab\uff0c\u800c\u662f\u4e00\u4e2a\u5f88\u591a\u65b9\u5411\u7684 super lab \u8054\u5408\u4f53\u3002\u6574\u4e2a\u79d1\u7814\u697c\u8fd8\u633a\u6324\u633a\u5c0f\u7684\uff0c\u5f88\u591a\u6559\u6388\u5c31\u6324\u5728\u89d2\u843d\u91cc\u6ca1\u6709\u7a97\u6237\u7684\u529e\u516c\u5ba4\u91cc\u641e\u79d1\u7814\u3002<\/section>\n<section><\/section>\n<section>BAIR \u6709\u5f88\u591a\u65b9\u5411\uff0c\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u6709\u4f20\u7edf\u611f\u77e5\uff0c\u6709 3D \u91cd\u5efa\uff0c\u4e5f\u6709\u56fe\u7247\u548c\u89c6\u9891\u751f\u6210\uff0c\u8fd8\u6709\u89c6\u89c9\u548c\u8bed\u8a00\u4e2d\u95f4\u7684 understanding\u3002\u5176\u4ed6\u8fd8\u6709 NLP\u3001robotics\u3001AI \u4f26\u7406\u3001AI for Science \u7b49\u9886\u57df\u65b9\u5411\u3002BAIR \u6210\u7acb\u7684\u80cc\u666f\uff0c\u5c31\u662f\u5e0c\u671b\u5b66\u751f\u4eec\u4ece\u4e0d\u540c\u7684\u65b9\u5411\u4e0a\u505a\u4ea4\u6d41\uff0c\u5728\u5b66\u79d1\u5185\u4ea4\u53c9\u9886\u57df\u76f8\u4e92\u78b0\u649e\u3002\u7406\u89e3\u3001\u611f\u77e5\u3001\u601d\u8003\u3001\u63a8\u7406\u3001\u64cd\u4f5c\u3001\u8fd0\u52a8\u8fd9\u4e9b\u90fd\u662f AI \u7684\u4e00\u90e8\u5206\uff0c\u66f4\u5e7f\u4e00\u70b9\u6765\u770b\uff0c\u6211\u4eec\u8ddf\u5fc3\u7406\u5b66\u3001\u795e\u7ecf\u79d1\u5b66\u3001\u884c\u4e3a\u79d1\u5b66\u4e5f\u90fd\u6709\u5173\u7cfb\u3002<\/section>\n<section><\/section>\n<section>\u6211\u7684\u6559\u6388 Trevor Darrell \u662f BAIR \u7684 co-founder \u548c Founding Director\u3002Trevor Darrell \u6559\u6388\u6700\u5927\u7684\u7279\u70b9\u5c31\u662f\u5305\u5bb9\uff0c\u5728\u4e00\u4e2a\u6709\u5f88\u5927\u53d8\u5316\u7684\u7814\u7a76\u9886\u57df\uff0c\u7814\u7a76\u8005\u9700\u8981\u81ea\u7531\u7684\u7a7a\u95f4\u53bb\u63a2\u7d22\u611f\u5174\u8da3\u7684\u95ee\u9898\u3002\u5f88\u591a\u65f6\u5019\u6211\u4eec\u7684\u53d1\u73b0\u53d1\u660e\u4e0d\u4e00\u5b9a\u662f\u5927\u5bb6\u90fd\u8ba4\u53ef\u7684\u6280\u672f\u8def\u7ebf\uff0c\u4f46\u6211\u4eec\u8981\u6709\u7a7a\u95f4\u53bb\u8ffd\u9010\u8fd9\u6837\u4e0d\u88ab\u8ba4\u53ef\u7684\u6280\u672f\u60f3\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u5728 BAIR Lab\uff0c\u4ece 2021 \u5e74\u5f00\u59cb\uff0c\u6211\u4e0e Ilija Radosavovic \u5408\u4f5c\u4e86\u591a\u7bc7\u5de5\u4f5c\uff0c\u4ece\u300aMasked Visual Pre-training for Motor Control\u300b\u5230\u300aReal-World Robot Learning with Masked Visual Pre-training\u300b\uff0c\u4ee5\u53ca\u300aReal-world Humanoid Locomotion with Reinforcement Learning\u300b\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u539f\u6765\u90fd\u662f\u5b66\u4e60\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\uff0c\u4f46\u90fd\u8ba4\u4e3a\u5982\u679c\u6ca1\u6709\u673a\u5668\u5728\u771f\u5b9e\u4e16\u754c\u7684\u90e8\u7f72\uff0cAI \u7684\u53d1\u5c55\u5c31\u4f1a\u9677\u5165\u74f6\u9888\u3002\u4e4b\u540e\u6211\u4eec\u653e\u5f03\u4e86\u539f\u6709\u7684\u7814\u7a76\u8212\u9002\u5708\uff0c\u8fdb\u5165\u5230\u6ca1\u63a5\u89e6\u8fc7\u7684 robotics \u9886\u57df\uff0c\u5e0c\u671b\u63a2\u7d22\u4e0b\u4e00\u4ee3\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0daf10df9bb684818c17d0d74e9de12b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0daf10df9bb684818c17d0d74e9de12b.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe\u7247\u6765\u6e90\uff1aBerkeley Artificial Intelligence Research \u5b98\u7f51\uff0c\u9996\u6392\u5de6\u56db\u4e3a\u8096\u7279\u7279<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u521b\u4e1a\u4e4b\u540e\u4e00\u5b9a\u6709\u5f88\u591a\u56e2\u961f\u5efa\u8bbe\u4e0a\u7684\u601d\u8003\u3002\u7ec4\u5efa\u56e2\u961f\u662f\u5426\u662f\u5728\u627e CEO \u7684 \u201c\u590d\u5236\u7c98\u8d34\u201d?<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u6211\u4eec\u56e2\u961f\u975e\u5e38\u591a\u5143\u3002\u6709\u521a\u4ece\u5b66\u6821\u51fa\u6765\u7684 PhD\uff0c\u4e5f\u6709\u5de5\u4e1a\u754c\u5de5\u4f5c 20 \u591a\u5e74\u7684\u6210\u5458\uff0c\u8fd8\u6709\u5927\u5b66\u8f8d\u5b66\u81ea\u5b66\u8bbe\u8ba1\u6765\u505a\u4ea7\u54c1\u7684\u6210\u5458\u3002\u6211\u4eec\u5728\u7ec4\u5efa\u56e2\u961f\u7684\u65f6\u5019\uff0c\u5e76\u4e0d\u662f\u770b\u8fd9\u4e2a\u4eba\u8ddf\u6211\u7684\u7ecf\u5386\u80cc\u666f\u3001\u6280\u672f\u89c2\u70b9\u3001\u5bf9\u672a\u6765\u7684\u60f3\u6cd5 \u201c\u6709\u591a\u50cf\u201d\uff0c\u800c\u662f\u770b\u4ed6\u662f\u5426\u80fd\u72ec\u7acb\u5730\u5e26\u6765\u4e0d\u540c\u7684\u89c2\u70b9\uff0c\u63d0\u51fa\u4e0d\u540c\u7684\u58f0\u97f3\u3002\u56e0\u4e3a\u6211\u4eec\u8981\u505a\u4e00\u4e2a\u65b0\u7684\u4e1c\u897f\uff0c\u65e2\u7136\u662f\u65b0\u7684\uff0c\u90a3\u5b83\u5c31\u6ca1\u6709\u5bf9\u9519\u4e4b\u5206\u3002<\/section>\n<section><\/section>\n<section>Debate \u662f\u6211\u4eec\u7684\u56e2\u961f\u6587\u5316\u4e4b\u4e00\u3002Debate \u7684\u4ef7\u503c\u4e0d\u662f\u8f93\u8d62\uff0c\u4e0d\u89c1\u5f97\u6bcf\u4e00\u4e2a\u6280\u672f\u60f3\u6cd5\u6211\u4eec\u90fd\u9700\u8981\u8fbe\u6210\u4e00\u81f4\u3002<strong>\u800c\u8d8a\u662f\u4e0d\u4e00\u81f4\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u53bb\u8ba8\u8bba\u66f4\u591a\u7684 corner cases\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4e5f\u5f88\u9f13\u52b1\u5927\u5bb6\u5728\u804c\u4e1a\u65e9\u671f\u5230\u521b\u4e1a\u516c\u53f8\u7ecf\u5386\u4e00\u756a\uff0c\u953b\u70bc\u81ea\u5df1\u5b9a\u4e49\u95ee\u9898\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u5c0f\u56e2\u961f\u5de5\u4f5c\u627f\u62c5\u66f4\u591a\u8d23\u4efb\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u5982\u4eca\uff0cAI \u9886\u57df\u6d8c\u73b0\u51fa\u65b0\u4e00\u4ee3\u5e74\u8f7b\u6709\u4e3a\u7684\u521b\u59cb\u4eba\u3002\u7a7a\u95f4\u667a\u80fd\u662f\u4e0b\u4e00\u4ee3 AI \u521b\u4e1a\u8005\u7684\u673a\u4f1a\u5417\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u6211\u76f8\u4fe1\u6240\u6709\u7684\u65b0\u7684\u6280\u672f\u90fd\u4f1a\u5e26\u6765\u65b0\u7684\u6539\u53d8\uff0c\u4e0d\u53ea\u662f\u7a7a\u95f4\u667a\u80fd\u3002\u800c\u65b0\u4e00\u4ee3\u521b\u4e1a\u8005\u53ea\u662f\u5bf9\u65b0\u4e00\u4ee3\u6280\u672f\u7684\u7406\u89e3\u4f1a\u66f4\u6df1\u523b\u4e00\u4e9b\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f46\u662f\u66f4\u91cd\u8981\u7684\u662f\uff0c\u65b0\u4e00\u4ee3\u521b\u4e1a\u8005\u6709\u6ca1\u6709\u53bb\u521b\u9020\u65b0\u4e8b\u7269\u7684\u6fc0\u60c5\uff0c\u6709\u6ca1\u6709\u5bf9\u65e7\u4e16\u754c\u3001\u65e7\u65b9\u6cd5\u4f53\u7cfb\u7684\u4e0d\u7518\uff0c\u6709\u6ca1\u6709\u95ee\u51fa what&#8217;s next \u7684\u52c7\u6c14\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u770b\u5230\u4f60\u670b\u53cb\u5708\u6709\u5206\u4eab\u8fc7\u4e00\u53e5\u6b4c\u8bcd\uff1aWhat shall be our legacy\uff1fWhat will our children see\uff1f\u4f60\u66f4\u5e0c\u671b\u7559\u7ed9\u4e16\u754c\u3001\u7559\u7ed9\u4e0b\u4e00\u4ee3\u6280\u672f\u4eba\u4e9b\u4ec0\u4e48\u5462\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong>\u6211\u89c9\u5f97\u6bcf\u4e00\u4ee3\u7684\u4eba\u90fd\u6709\u6bcf\u4e00\u4ee3\u4eba\u7684\u8d23\u4efb\u3002<\/section>\n<section><\/section>\n<section>\u4e2a\u4f53\u7684\u603b\u548c\u5c31\u662f\u4e16\u754c\u3002\u6211\u89c9\u5f97\u5404\u884c\u5404\u4e1a\u7684\u4eba\u5e94\u8be5\u5bf9\u5de5\u4f5c\u6709\u70ed\u60c5\uff0c\u56e0\u4e3a\u6211\u4eec\u7684\u5de5\u4f5c\u5c31\u662f\u5bf9\u7406\u60f3\u4e16\u754c\u7684\u5851\u9020\uff0c\u90fd\u4f1a\u6700\u7ec8\u5bf9\u4e16\u754c\u4ea7\u751f\u5f71\u54cd\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0c\u6211\u4eec\u6280\u672f\u4eba\u5c31\u50cf\u662f\u65b0\u4e16\u754c\u7684\u5b88\u95e8\u4eba\uff0c\u4e5f\u8981\u4fdd\u62a4\u6280\u672f\u4e0d\u88ab\u6ee5\u7528\u3002\u5f00\u53d1\u548c\u4fdd\u62a4\uff0c\u662f\u76f8\u8f85\u76f8\u6210\u7684\u3002\u8fd9\u4e0d\u662f\u4e24\u62e8\u4eba\u7684\u8d23\u4efb\uff0c\u662f\u540c\u4e00\u62e8\u4eba\u7684\u8d23\u4efb\u3002<\/section>\n<section><\/section>\n<section><strong>BV\uff1a\u90a3\u6700\u540e\u4e00\u4e2a\u95ee\u9898\uff1a\u4e3a\u4ec0\u4e48\u53eb PromptAI\uff1f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7279\u7279\uff1a<\/strong><strong>Maybe leave it for the future<\/strong>. \u5927\u5bb6\u73b0\u5728\u90fd\u4e0d\u77e5\u9053\u82f9\u679c\u516c\u53f8\u7684\u82f9\u679c\u4e3a\u4ec0\u4e48\u5c11\u4e86\u4e00\u5757\uff0c\u5bf9\u5427\u3002\u6c38\u8fdc\u4e0d\u6ee1\u8db3\u4e8e\u76ee\u524d\u7684\u5b9a\u4e49\uff0c\u6c38\u8fdc\u5728\u63d0\u51fa\u4e0b\u4e00\u4e2a\u95ee\u9898\u7684\u8def\u4e0a\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-16\" target=\"_blank\">\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[73,68,55,67,66],"class_list":["post-37285","post","type-post","status-publish","format-standard","hentry","category-news","tag-73","tag-68","tag-55","tag-67","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=37285\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=37285\",\"url\":\"https:\/\/17aitech.com\/?p=37285\",\"name\":\"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=37285#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=37285#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png\",\"datePublished\":\"2025-01-25T06:00:16+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=37285#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=37285\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=37285#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=37285#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=37285","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=37285","url":"https:\/\/17aitech.com\/?p=37285","name":"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=37285#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=37285#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png","datePublished":"2025-01-25T06:00:16+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=37285#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=37285"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=37285#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d8e47fbb9704042f9a952547b19e0509.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=37285#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u5bf9\u8bdd\u8096\u7279\u7279\uff1a\u4ece\u4f2f\u514b\u5229\u5230PromptAI\u521b\u4e1a\uff0c\u53d1\u660e\u521b\u9020\u4e0b\u4e00\u4ee3\u89c6\u89c9\u667a\u80fd"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/37285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37285"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/37285\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}