{"id":23209,"date":"2024-06-25T09:00:00","date_gmt":"2024-06-25T01:00:00","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=23209"},"modified":"2024-06-21T17:46:48","modified_gmt":"2024-06-21T09:46:48","slug":"ai%e7%82%ba%e4%bb%80%e9%ba%bc%e5%8f%af%e4%bb%a5%e6%8a%8a%e6%88%91%e7%95%ab%e5%be%97%e9%80%99%e9%ba%bc%e5%83%8f%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=23209","title":{"rendered":"AI\u70ba\u4ec0\u9ebc\u53ef\u4ee5\u628a\u6211\u756b\u5f97\u9019\u9ebc\u50cf\uff1f"},"content":{"rendered":"\n<p>\u6587\/\u694a\u5b8f\u6587(Hubert)<\/p>\n\n\n\n<p>\u5728\u793e\u7fa4\u5a92\u9ad4\u4e2d\u8b58\u5225\u5f7c\u6b64\u7684\u9996\u8981\u4e4b\u52d9\uff0c\u5c31\u662f\u900f\u904e\u4e00\u5f35\u81ea\u5df1\u7684\u5927\u982d\u7167\u3002\u56e0\u70ba\u9019\u6538\u95dc\u81ea\u5df1\u7684\u984f\u9762\uff0c\u8a31\u591a\u4eba\u751a\u81f3\u4e5f\u6a02\u610f\u4ed8\u4e00\u9ede\u9322\u53bb\u7522\u751f\u4e00\u4e9b\u6709\u8da3\u53c8\u597d\u770b\u7684\u5927\u982d\u7167\uff0c\u5a1b\u6a02\u81ea\u5df1\u548c\u89aa\u53cb\u3002<\/p>\n\n\n\n<p>\u4ee5LINE\u70ba\u4f8b\uff0c\u53ea\u8981\u9032\u5165\u300c\u500b\u4eba\u6a94\u6848\u5de5\u4f5c\u5ba4\u300d\uff0c\u4f7f\u7528380\u500bLINE\u4ee3\u5e63\uff0c\u4e0a\u50b38~12\u5e7e\u5f35\u81c9\u90e8\u7167\u7247\u8b93\u4ed6\u5b78\u7fd2\uff0c\u5c31\u53ef\u4ee5\u4f9d\u64da\u4f60\u7684\u9700\u6c42\uff0c\u505a\u51fa3D\u89d2\u8272\u7684\u4f60\u3001\u66f4\u6709\u9752\u6625\u6c23\u606f\u7684\u4f60\u3001\u53ef\u611b\u5361\u901a\u7248\u7684\u59b3\u3001\u5b78\u6821\u98a8\u683c\u7684AI\u7562\u696d\u7167\u3001\u4eae\u773c\u53c8\u5c08\u696d\u7684AI\u5546\u52d9\u7167\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u4e5f\u5e38\u63a8\u85a6\u670b\u53cb\u4f7f\u7528PlaygroundAI\u8207Replicate\u5408\u4f5c\u7684AI\u7e6a\u5716\u5e73\u53f0\uff0c\u5728\u6709\u9650\u7684\u984d\u5ea6\u5167\u300c\u514d\u8cbb\u300d\u505a\u5e7e\u5f35\u81ea\u5df1\u7684AI\u5927\u982d\u7167\uff0c\u9ad4\u9a57\u4e00\u4e0b\u4ee5\u5716\u751f\u5716\u7684\u6a02\u8da3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/docsz\/AD_4nXd0UTCz3vCXhAbEHZY7cfQWlnIGmEtZ62HtS_Fkh3Dy-ktiZO3veBzo-X_Rvhcz8m0QBXnqA4RIt6tjXnt4Sa8UzHGoXVIuuZp0uHba6v1Lp_sHVyXX9KBMpgazPJxxtpV3wTKirIDUuVuw6xG1SzpT3iI?key=k3SIhhClNTyP59GtLykQNQ\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4f60\u770b\uff0c\u53ea\u8981\u5728\u624b\u6a5f\u6216\u96fb\u8166\u4e0a\u6253\u958b <a href=\"http:\/\/playground.com\/face\">playground.com\/face<\/a> \uff0c\u9023\u52d5google\u5e33\u865f\uff0c\u5c31\u53ef\u4ee5\u5728\u9019\u5e73\u53f0\u4e0a\u5efa\u7acb\u4e00\u500b\u514d\u8cbb\u5e33\u865f\u3002\u7136\u5f8c\u5c31\u53ef\u4ee5\u514d\u8cbb\u88fd\u4f5c\u4e94\u5f35AI\u5927\u982d\u7167\uff0c\u53ef\u4ee5\u662f\u5177\u8996\u89ba\u5438\u5f15\u529b\u548c\u771f\u5be6\u611f\u76843D\u98a8\u683c\u3001\u5177\u6709\u8da3\u5473\u6027\u548c\u9ad8\u5ea6\u53ef\u8b58\u5225\u6027\u7684 Emoji (\u8868\u60c5\u7b26\u865f) \u98a8\u683c\u3001\u6709\u53ef\u611b\u548c\u89aa\u5207\u7684\u8cea\u611f\u7684 Clay (\u9ecf\u571f\u96d5\u5851) \u98a8\u683c\u3001\u5f37\u8abf\u8da3\u5473\u6027\u548c\u53ef\u73a9\u6027\u7684 Toy (\u73a9\u5177) \u98a8\u683c\u7b49\u7b49\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>AI\u662f\u600e\u9ebc\u5c07\u6211\u756b\u5f97\u9019\u9ebc\u50cf\u7684\uff1f<\/strong><\/p>\n\n\n\n<p>\u9019\u9700\u8981\u56db\u500b\u7a0b\u5e8f\uff0c\u9996\u5148\u662f\u5728\u7167\u7247\u4e2d\u627e\u5230\u4f60\u7684\u81c9\uff0c\u8b58\u5225\u51fa\u81c9\u4e0a\u7684\u7279\u5fb5 (\u773c\u775b\u3001\u9f3b\u5b50\u3001\u5634\u5df4)\uff0c\u8ddf\u8cc7\u6599\u5eab\u4e2d\u7684\u4eba\u81c9\u505a\u7279\u5fb5\u6bd4\u5c0d\uff0c\u78ba\u4fdd\u4e0d\u6703\u6709\u8a8d\u77e5\u4e0a\u7684\u932f\u8aa4\uff0c\u6700\u5f8c\u624d\u662f\u751f\u6210\u903c\u771f\u7684\u4eba\u81c9\u5716\u50cf\u3002<\/p>\n\n\n\n<p>\u8b93\u6211\u5011\u9032\u4e00\u6b65\u4f86\u4e86\u89e3\u9019\u56db\u500b\u7a0b\u5e8f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/docsz\/AD_4nXdfly2U2kApZ3jGk9_VaN86VtUbcNghhL42M51Gl8tdrUZiVhohq8G_FBvSTWU3f-Tp9UwBQKFA2NiQ7wYQhOU_KXUPmD-d-723pXIdUOOSRHdi_e5liiRFxJs_sRD4hvfYJofVNhuVZfo3YeWzHruiwQ08?key=k3SIhhClNTyP59GtLykQNQ\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>1. \u6aa2\u6e2c\u4eba\u81c9 (Face Detection)<\/strong><\/p>\n\n\n\n<p>\u6aa2\u6e2c\u4eba\u81c9\u662f\u751f\u6210\u903c\u771f\u4eba\u81c9\u5716\u50cf\u7684\u7b2c\u4e00\u6b65\uff0c\u5305\u542b\u4ee5\u4e0b\u4e09\u500b\u4e3b\u8981\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9762\u90e8\u6aa2\u6e2c\u7b97\u6cd5\uff1a\u4f7f\u7528\u5377\u7a4d\u795e\u7d93\u7db2\u8def (CNN) \u7b49\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u4f86\u5b9a\u4f4d\u5716\u50cf\u4e2d\u7684\u4eba\u81c9\u5340\u57df\u3002\u5e38\u7528\u7b97\u6cd5\u5305\u62ecHaar\u7d1a\u806f\u5206\u985e\u5668\u3001YOLO\u3001MTCNN\uff08Multi-task Cascaded Convolutional Networks\uff09\u7b49\u3002\u9019\u4e9b\u7b97\u6cd5\u901a\u904e\u6383\u63cf\u5716\u50cf\u4e26\u8b58\u5225\u51fa\u53ef\u80fd\u5305\u542b\u4eba\u81c9\u7684\u5340\u57df\u3002<\/li>\n\n\n\n<li>\u591a\u5c3a\u5ea6\u6aa2\u6e2c\uff1a\u70ba\u4e86\u61c9\u5c0d\u4e0d\u540c\u5927\u5c0f\u548c\u8ddd\u96e2\u7684\u4eba\u81c9\uff0c\u7cfb\u7d71\u6703\u5728\u591a\u500b\u5c3a\u5ea6\u4e0a\u9032\u884c\u6aa2\u6e2c\u3002\u5716\u50cf\u6703\u88ab\u7e2e\u653e\u5230\u4e0d\u540c\u7684\u5927\u5c0f\uff0c\u78ba\u4fdd\u7121\u8ad6\u4eba\u81c9\u5728\u5716\u50cf\u4e2d\u7684\u4f4d\u7f6e\u548c\u6bd4\u4f8b\u5982\u4f55\uff0c\u90fd\u80fd\u88ab\u6e96\u78ba\u6aa2\u6e2c\u5230\u3002\u9019\u6a23\u53ef\u4ee5\u63d0\u9ad8\u6aa2\u6e2c\u7684\u6e96\u78ba\u6027\u548c\u8986\u84cb\u7bc4\u570d\u3002<\/li>\n\n\n\n<li>\u9762\u90e8\u4f4d\u7f6e\u6a19\u8a18\uff1a\u5728\u6aa2\u6e2c\u5230\u4eba\u81c9\u5f8c\uff0c\u7cfb\u7d71\u6703\u6a19\u8a18\u51fa\u4eba\u81c9\u7684\u5177\u9ad4\u4f4d\u7f6e\u548c\u908a\u754c\u6846\u3002\u9019\u4e9b\u6a19\u8a18\u8a0a\u606f\u5c07\u7528\u65bc\u5f8c\u7e8c\u7684\u7279\u5fb5\u63d0\u53d6\u6b65\u9a5f\u3002\u6709\u6642\u9084\u6703\u9032\u884c\u521d\u6b65\u7684\u59ff\u614b\u4f30\u8a08\uff0c\u4ee5\u78ba\u4fdd\u9762\u90e8\u7279\u5fb5\u7684\u6e96\u78ba\u5b9a\u4f4d\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>2. \u63d0\u53d6\u7279\u5fb5 (Feature Extraction)<\/strong><\/p>\n\n\n\n<p>\u63d0\u53d6\u7279\u5fb5\u662f\u751f\u6210\u903c\u771f\u4eba\u81c9\u5716\u50cf\u7684\u95dc\u9375\u6b65\u9a5f\uff0c\u5305\u542b\u4ee5\u4e0b\u4e09\u500b\u4e3b\u8981\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u95dc\u9375\u9ede\u6aa2\u6e2c\uff1a\u901a\u904e\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b (\u5982FAN\uff0cFacial Alignment Network) \u4f86\u6aa2\u6e2c\u4eba\u81c9\u4e0a\u7684\u95dc\u9375\u9ede\uff0c\u4f8b\u5982\u773c\u775b\u3001\u9f3b\u5b50\u3001\u5634\u5df4\u7b49\u3002\u9019\u4e9b\u95dc\u9375\u9ede\u53ef\u4ee5\u5e6b\u52a9\u6e96\u78ba\u5730\u5b9a\u4f4d\u9762\u90e8\u7684\u4e3b\u8981\u7d50\u69cb\u3002\u5178\u578b\u7684\u4eba\u81c9\u95dc\u9375\u9ede\u6aa2\u6e2c\u6a21\u578b\u901a\u5e38\u6703\u6a19\u8a1868\u500b\u6216\u66f4\u591a\u7684\u7279\u5fb5\u9ede\u3002<\/li>\n\n\n\n<li>\u7279\u5fb5\u5411\u91cf\u751f\u6210\uff1a\u5c07\u6aa2\u6e2c\u5230\u7684\u95dc\u9375\u9ede\u548c\u5176\u4ed6\u9762\u90e8\u7279\u5fb5\u8f49\u63db\u70ba\u6578\u64da\u5411\u91cf\u3002\u9019\u4e9b\u7279\u5fb5\u5411\u91cf\u5305\u542b\u4e86\u4eba\u81c9\u7684\u4e3b\u8981\u7279\u5fb5\u4fe1\u606f\uff0c\u53ef\u4ee5\u7528\u65bc\u9032\u4e00\u6b65\u7684\u6bd4\u5c0d\u548c\u751f\u6210\u3002\u7279\u5fb5\u5411\u91cf\u901a\u5e38\u6703\u5305\u542b\u5f62\u72c0\u3001\u7d0b\u7406\u548c\u984f\u8272\u7b49\u591a\u7a2e\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>\u7279\u5fb5\u6a19\u6e96\u5316\uff1a\u5c07\u63d0\u53d6\u7684\u7279\u5fb5\u9032\u884c\u6a19\u6e96\u5316\u8655\u7406\uff0c\u4ee5\u78ba\u4fdd\u5728\u4e0d\u540c\u689d\u4ef6\u4e0b\uff08\u5982\u5149\u7dda\u3001\u89d2\u5ea6\uff09\u7684\u7279\u5fb5\u4e00\u81f4\u6027\u3002\u6a19\u6e96\u5316\u904e\u7a0b\u53ef\u80fd\u5305\u62ec\u7279\u5fb5\u5c3a\u5ea6\u7684\u8abf\u6574\u548c\u7279\u5fb5\u4f4d\u7f6e\u7684\u5c0d\u9f4a\u3002\u9019\u4e00\u6b65\u9a5f\u6709\u52a9\u65bc\u63d0\u9ad8\u5f8c\u7e8c\u6bd4\u5c0d\u548c\u751f\u6210\u7684\u6e96\u78ba\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>3. \u6bd4\u5c0d\u7279\u5fb5 (Feature Matching)<\/strong><\/p>\n\n\n\n<p>\u6bd4\u5c0d\u7279\u5fb5\u662f\u78ba\u4fdd\u751f\u6210\u5716\u50cf\u771f\u5be6\u6027\u548c\u4e00\u81f4\u6027\u7684\u91cd\u8981\u6b65\u9a5f\uff0c\u5305\u542b\u4ee5\u4e0b\u4e09\u500b\u4e3b\u8981\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7279\u5fb5\u5339\u914d\u7b97\u6cd5\uff1a\u4f7f\u7528\u6b50\u5e7e\u91cc\u5f97\u8ddd\u96e2\u3001\u9918\u5f26\u76f8\u4f3c\u5ea6\u7b49\u7b97\u6cd5\u4f86\u6bd4\u5c0d\u63d0\u53d6\u7684\u7279\u5fb5\u5411\u91cf\u3002\u6bd4\u5c0d\u7684\u76ee\u7684\u662f\u78ba\u8a8d\u5716\u50cf\u4e2d\u7684\u4eba\u81c9\u662f\u5426\u8207\u5df2\u77e5\u6578\u64da\u5eab\u4e2d\u7684\u67d0\u500b\u4eba\u81c9\u76f8\u5339\u914d\u3002\u9019\u4e9b\u7b97\u6cd5\u53ef\u4ee5\u6709\u6548\u5730\u6e2c\u91cf\u4e0d\u540c\u4eba\u81c9\u7279\u5fb5\u4e4b\u9593\u7684\u76f8\u4f3c\u6027\u3002<\/li>\n\n\n\n<li>\u6578\u64da\u5eab\u67e5\u8a62\uff1a\u5c07\u63d0\u53d6\u7684\u7279\u5fb5\u5411\u91cf\u8207\u5df2\u77e5\u4eba\u81c9\u6578\u64da\u5eab\u4e2d\u7684\u7279\u5fb5\u9032\u884c\u6bd4\u5c0d\u3002\u6578\u64da\u5eab\u901a\u5e38\u5305\u542b\u5927\u91cf\u5df2\u77e5\u7684\u4eba\u81c9\u7279\u5fb5\uff0c\u53ef\u4ee5\u7528\u65bc\u8eab\u4efd\u78ba\u8a8d\u6216\u6aa2\u6e2c\u91cd\u8907\u7684\u4eba\u81c9\u3002\u6bd4\u5c0d\u904e\u7a0b\u53ef\u80fd\u6d89\u53ca\u591a\u5c64\u6b21\u7684\u7be9\u9078\u548c\u78ba\u8a8d\uff0c\u4ee5\u63d0\u9ad8\u6e96\u78ba\u6027\u3002<\/li>\n\n\n\n<li>\u8f14\u52a9\u751f\u6210\uff1a\u6839\u64da\u6bd4\u5c0d\u7d50\u679c\uff0c\u70ba\u751f\u6210\u4eba\u81c9\u5716\u50cf\u63d0\u4f9b\u53c3\u8003\u4f9d\u64da\uff0c\u4ee5\u4fdd\u8b49\u751f\u6210\u5716\u50cf\u5728\u7d30\u7bc0\u7279\u5fb5\u4e0a\u8207\u771f\u5be6\u4eba\u81c9\u76f8\u7b26\u5408\u3002\u9019\u4e00\u6b65\u9a5f\u6709\u52a9\u65bc\u751f\u6210\u903c\u771f\u4e14\u8207\u7279\u5b9a\u8eab\u4efd\u76f8\u7b26\u7684\u4eba\u81c9\u5716\u50cf\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>4. \u751f\u6210\u5716\u50cf (Image Generation)<\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u5716\u50cf\u662f\u6700\u7d42\u6b65\u9a5f\uff0c\u5305\u542b\u4ee5\u4e0b\u4e09\u500b\u4e3b\u8981\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5716\u50cf\u5408\u6210\uff1a\u4f7f\u7528\u751f\u6210\u5c0d\u6297\u7db2\u7d61\uff08GAN\uff09\u6216\u5176\u4ed6\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u4f86\u751f\u6210\u65b0\u7684\u5716\u50cf\u3002GAN\u5305\u62ec\u751f\u6210\u5668\u548c\u5224\u5225\u5668\u5169\u500b\u90e8\u5206\uff0c\u751f\u6210\u5668\u8ca0\u8cac\u5275\u5efa\u5716\u50cf\uff0c\u5224\u5225\u5668\u5247\u8a55\u4f30\u5716\u50cf\u7684\u771f\u5be6\u6027\u3002\u53cd\u8986\u8a13\u7df4\u4e4b\u5f8c\uff0c\u751f\u6210\u5668\u5b78\u6703\u751f\u6210\u903c\u771f\u7684\u4eba\u81c9\u5716\u50cf\u3002<\/li>\n\n\n\n<li>\u7d30\u7bc0\u512a\u5316\uff1a\u5c0d\u751f\u6210\u7684\u5716\u50cf\u9032\u884c\u7d30\u7bc0\u512a\u5316\uff0c\u78ba\u4fdd\u9762\u90e8\u7279\u5fb5\u7684\u7d30\u7dfb\u548c\u81ea\u7136\u3002\u9019\u53ef\u80fd\u5305\u62ec\u6dfb\u52a0\u76ae\u819a\u7d0b\u7406\u3001\u8abf\u6574\u5149\u5f71\u6548\u679c\u548c\u589e\u5f37\u984f\u8272\u7b49\u3002\u512a\u5316\u904e\u7a0b\u6709\u52a9\u65bc\u63d0\u9ad8\u5716\u50cf\u7684\u771f\u5be6\u611f\u548c\u8996\u89ba\u6548\u679c\u3002<\/li>\n\n\n\n<li>\u6700\u7d42\u8f38\u51fa\uff1a\u5c07\u751f\u6210\u7684\u5716\u50cf\u9032\u884c\u6700\u7d42\u8655\u7406\uff0c\u78ba\u4fdd\u5716\u50cf\u7684\u5206\u8fa8\u7387\u548c\u54c1\u8cea\u9054\u5230\u8981\u6c42\u3002\u751f\u6210\u7684\u5716\u50cf\u53ef\u4ee5\u8f38\u51fa\u70ba\u591a\u7a2e\u683c\u5f0f\uff0c\u7528\u65bc\u4e0d\u540c\u7684\u61c9\u7528\u5834\u666f\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u6211\u53ef\u4ee5\u62ff\u5225\u4eba\u7684\u982d\u50cf\u4f86\u7d66\uff21I\u751f\u6210\u55ce\uff1f<\/strong><\/p>\n\n\n\n<p>\u5229\u7528\u4ed6\u4eba\u7684\u982d\u50cf\u4f86\u751f\u6210AI\u5716\u7247\u53ef\u80fd\u6d89\u53ca\u591a\u7a2e\u6cd5\u5f8b\u548c\u502b\u7406\u554f\u984c\uff0c\u4ee5\u4e0b\u662f\u9700\u8981\u8003\u616e\u7684\u5e7e\u9ede\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8096\u50cf\u6b0a\uff1a\u672a\u7d93\u4ed6\u4eba\u540c\u610f\uff0c\u4f7f\u7528\u5176\u982d\u50cf\u9032\u884cAI\u751f\u6210\u5716\u7247\u53ef\u80fd\u4fb5\u72af\u5176\u8096\u50cf\u6b0a\u3002\u53f0\u7063\u300a\u6c11\u6cd5\u300b\u7b2c18\u689d\u660e\u78ba\u898f\u5b9a\u4e86\u95dc\u65bc\u8096\u50cf\u6b0a\u7684\u4fdd\u8b77\u3002\u8a72\u689d\u6b3e\u6307\u51fa\uff0c\u672a\u7d93\u672c\u4eba\u540c\u610f\uff0c\u4e0d\u5f97\u4ee5\u71df\u5229\u70ba\u76ee\u7684\u5229\u7528\u4ed6\u4eba\u8096\u50cf\u3002\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u4e0d\u5f97\u5728\u672a\u7372\u5f97\u7576\u4e8b\u4eba\u660e\u78ba\u540c\u610f\u7684\u60c5\u6cc1\u4e0b\uff0c\u4f7f\u7528\u5176\u8096\u50cf\u9032\u884c\u5546\u696d\u6d3b\u52d5\u6216\u5176\u4ed6\u71df\u5229\u884c\u70ba\u3002<\/li>\n<\/ol>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>\u96b1\u79c1\u6b0a\uff1a\u4f7f\u7528\u4ed6\u4eba\u7684\u982d\u50cf\u53ef\u80fd\u6d89\u53ca\u96b1\u79c1\u6b0a\u554f\u984c\u3002\u300a\u6c11\u6cd5\u300b\u7b2c195\u689d\u898f\u5b9a\u4e86\u95dc\u65bc\u4eba\u683c\u6b0a\u4fb5\u5bb3\u7684\u640d\u5bb3\u8ce0\u511f\uff0c\u9019\u5305\u62ec\u96b1\u79c1\u6b0a\u7684\u4fb5\u5bb3\u3002\u689d\u6587\u6307\u51fa\uff0c\u975e\u4f9d\u6cd5\u5f8b\u6216\u5951\u7d04\u4e4b\u898f\u5b9a\uff0c\u4efb\u4f55\u4eba\u4e0d\u5f97\u975e\u6cd5\u4fb5\u5bb3\u4ed6\u4eba\u4e4b\u540d\u8b7d\u3001\u4fe1\u7528\u3001\u96b1\u79c1\u3001\u81ea\u7531\u6216\u5176\u4ed6\u4eba\u683c\u6cd5\u76ca\u3002\u9055\u53cd\u8005\u61c9\u8ca0\u640d\u5bb3\u8ce0\u511f\u8cac\u4efb\u3002<\/li>\n<\/ol>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>\u8457\u4f5c\u6b0a (\u7248\u6b0a)\uff1a\u5982\u679c\u60a8\u4f7f\u7528\u7684\u982d\u50cf\u672c\u8eab\u53d7\u7248\u6b0a\u4fdd\u8b77\uff0c\u5247\u4e5f\u9700\u8981\u7372\u5f97\u7248\u6b0a\u6301\u6709\u4eba\u7684\u8a31\u53ef\u3002\u63db\u53e5\u8a71\u8aaa\uff0c\u4f7f\u7528\u539f\u59cb\u982d\u50cf\u9032\u884c\u884d\u751f\u5275\u4f5c\u4ecd\u53ef\u80fd\u6d89\u53ca\u539f\u59cb\u4f5c\u54c1\u7684\u8457\u4f5c\u6b0a\u554f\u984c\u3002\u6839\u64da\u53f0\u7063\u300a\u8457\u4f5c\u6b0a\u6cd5\u300b\uff0c\u7167\u7247\u4f5c\u70ba\u651d\u5f71\u4f5c\u54c1\uff0c\u4eab\u6709\u8457\u4f5c\u6b0a\u4fdd\u8b77\u3002\u672a\u7d93\u8457\u4f5c\u6b0a\u4eba\u540c\u610f\uff0c\u4f7f\u7528\u4ed6\u4eba\u7167\u7247\u4f86\u751f\u6210AI\u5716\u50cf\uff0c\u53ef\u80fd\u69cb\u6210\u8457\u4f5c\u6b0a\u4fb5\u6b0a\uff0c<\/li>\n<\/ol>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>\u502b\u7406\u8003\u91cf\uff1a\u4f7f\u7528\u4ed6\u4eba\u7684\u982d\u50cf\u751f\u6210AI\u5716\u7247\uff0c\u5c24\u5176\u662f\u672a\u7d93\u5c0d\u65b9\u540c\u610f\uff0c\u53ef\u80fd\u88ab\u8a8d\u70ba\u662f\u4e0d\u9053\u5fb7\u7684\u884c\u70ba\u3002\u9019\u6a23\u7684\u884c\u70ba\u53ef\u80fd\u6703\u5f15\u767c\u9053\u5fb7\u722d\u8b70\uff0c\u4e26\u640d\u5bb3\u60a8\u8207\u4ed6\u4eba\u7684\u4fe1\u4efb\u95dc\u4fc2\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u70ba\u4e86\u907f\u514d\u4fb5\u72af\u4ed6\u4eba\u6b0a\u76ca\uff0c\u61c9\u8a72\u8981\u5728\u4f7f\u7528\u4ed6\u4eba\u7167\u7247\u9032\u884cAI\u751f\u6210\u5716\u50cf\u524d\uff0c\u52d9\u5fc5\u53d6\u5f97\u7576\u4e8b\u4eba\u3001\u8457\u4f5c\u6b0a\u4eba\u7684\u660e\u78ba\u6388\u6b0a\uff0c\u4ee5\u907f\u514d\u4fb5\u6b0a\u884c\u70ba\u3002<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-verse\">\u63a8\u85a6\u5b78\u7fd2\uff1a<a href=\"https:\/\/www.tibame.com\/offline\/ITS_AI\" title=\"https:\/\/www.tibame.com\/offline\/ITS_AI\">ITS AI\u4eba\u5de5\u667a\u6167\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed<\/a><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630.jpg\" data-rel=\"penci-gallery-image-content\" ><img decoding=\"async\" width=\"1024\" height=\"537\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-1024x537.jpg\" alt=\"\" class=\"wp-image-23212\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-1024x537.jpg 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-300x157.jpg 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-768x403.jpg 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-1536x806.jpg 1536w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-2048x1075.jpg 2048w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-1920x1008.jpg 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-1170x614.jpg 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2024\/06\/20240515-ITS-AI\u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed-V1_1200x630-585x307.jpg 585w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">2\u5929\u5047\u65e5\u5e36\u4f60\u5feb\u901f\u638c\u63e1\u4eba\u5de5\u667a\u6167\u95dc\u9375\u77e5\u8b58\uff0c\u4e00\u6b21\u5b78\u67035\u7a2e\u4ee5\u4e0aAI\u5de5\u5177\u5be6\u4f5c\u61c9\u7528\uff0c\u5982Replicate AI\u3001Copilot\u3001Suno\u7b49\uff0c\u7d50\u8a13\u5f8c\u76f4\u63a5\u539f\u6559\u5ba4\u8003\u53d6ITS AI\u570b\u969b\u8b49\u7167<\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.tibame.com\/offline\/ITS_AI\">ITS AI \u570b\u969b\u8a8d\u8b49\u57f9\u8a13\u73ed<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\/\u694a\u5b8f\u6587(Hubert) \u5728\u793e\u7fa4\u5a92\u9ad4\u4e2d\u8b58\u5225\u5f7c\u6b64&hellip;<\/p>\n","protected":false},"author":25,"featured_media":23202,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[480,1196,173],"tags":[353,2071,2072,2073],"class_list":["post-23209","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","category-ai-","category-173","tag-353","tag-ai"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u6587\/\u694a\u5b8f\u6587(Hubert) \u5728\u793e\u7fa4\u5a92\u9ad4\u4e2d\u8b58\u5225\u5f7c\u6b64\u7684\u9996\u8981\u4e4b\u52d9\uff0c\u5c31\u662f\u900f\u904e\u4e00\u5f35\u81ea\u5df1\u7684\u5927\u982d\u7167\u3002\u56e0\u70ba\u9019\u6538\u95dc\u81ea\u5df1\u7684\u984f\u9762\uff0c\u8a31\" \/>\n\t<meta name=\"robots\" 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