{"id":5921,"date":"2024-09-20T09:04:22","date_gmt":"2024-09-20T01:04:22","guid":{"rendered":"https:\/\/www.xinyixx.com\/?p=5921"},"modified":"2024-09-20T09:12:37","modified_gmt":"2024-09-20T01:12:37","slug":"zoedepth","status":"publish","type":"post","link":"https:\/\/www.xinyixx.com\/index.php\/2024\/09\/20\/zoedepth\/","title":{"rendered":"\u751f\u6210\u6df1\u5ea6\u56fe\u7684\u56fe\u50cf\u6a21\u578b&#8211;ZoeDepth"},"content":{"rendered":"<p>ZoeDepth\u662fGitHub\u4e0a\u4e00\u4e2a\u5f15\u4eba\u6ce8\u76ee\u7684\u5f00\u6e90\u6df1\u5ea6\u4f30\u8ba1\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u4ece\u5355\u5e452D\u56fe\u50cf\u4e2d\u7cbe\u786e\u9884\u6d4b\u6df1\u5ea6\u4fe1\u606f\u3002\u8be5\u9879\u76ee\u91c7\u7528\u4e86\u521b\u65b0\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u5728\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u7684\u540c\u65f6\u5b9e\u73b0\u4e86\u5feb\u901f\u63a8\u7406\u3002ZoeDepth\u7684\u6838\u5fc3\u7279\u5f81\u5305\u62ec\u591a\u5c3a\u5ea6\u7279\u5f81\u878d\u5408\u6280\u672f\uff0c\u8fd9\u663e\u8457\u63d0\u9ad8\u4e86\u6df1\u5ea6\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002\u5b83\u7684\u5e94\u7528\u8303\u56f4\u5e7f\u6cdb\uff0c\u4ece\u589e\u5f3a\u73b0\u5b9e\u52303D\u91cd\u5efa\uff0c\u518d\u5230\u81ea\u52a8\u9a7e\u9a76\u7b49\u9886\u57df\u90fd\u80fd\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0cZoeDepth\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u6a21\u578b\u4ee3\u7801\u548c\u9884\u8bad\u7ec3\u6743\u91cd\uff0c\u8fd8\u914d\u5907\u4e86\u4f7f\u7528\u793a\u4f8b\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u5f00\u53d1\u8005\u7684\u4f7f\u7528\u95e8\u69db\u3002\u6b64\u5916\uff0c\u5b83\u7684\u8de8\u5e73\u53f0\u7279\u6027\u652f\u6301\u5728CPU\u548cGPU\u4e0a\u8fd0\u884c\uff0c\u7b80\u6d01\u7684API\u8bbe\u8ba1\u4e5f\u4f7f\u5f97\u5b83\u6613\u4e8e\u96c6\u6210\u5230\u5404\u79cd\u5e94\u7528\u4e2d\u3002\u8fd9\u4e9b\u7279\u70b9\u4f7fZoeDepth\u6210\u4e3a\u6df1\u5ea6\u4f30\u8ba1\u9886\u57df\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u548c\u5b9e\u7528\u4ef7\u503c\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p>ZoeDepth\u4f9d\u8d56\u5728colab\u4e0a\u8fd0\u884c\uff0c\u4e0b\u9762\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0bcolab\u3002<\/p>\n\n\n\n<p>Google Colab\uff0c\u5168\u79f0Google Colaboratory\uff0c\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u57fa\u4e8e\u4e91\u7aef\u7684Jupyter\u7b14\u8bb0\u672c\u73af\u5883\uff0c\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u548c\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u800c\u4fbf\u6377\u7684\u5de5\u4f5c\u5e73\u53f0\u3002\u5b83\u5141\u8bb8\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e2d\u7f16\u5199\u548c\u6267\u884cPython\u4ee3\u7801\uff0c\u65e0\u9700\u672c\u5730\u5b89\u88c5\u4efb\u4f55\u8f6f\u4ef6\u6216\u914d\u7f6e\u5f00\u53d1\u73af\u5883\u3002<\/p>\n\n\n\n<p>Colab\u7684\u4e00\u5927\u4eae\u70b9\u662f\u63d0\u4f9b\u4e86\u514d\u8d39\u7684GPU\u548cTPU\u8d44\u6e90\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u548c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002\u5b83\u9884\u88c5\u4e86\u8bb8\u591a\u5e38\u7528\u7684\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5982TensorFlow\u3001PyTorch\u548cscikit-learn\u7b49\uff0c\u5927\u5927\u7b80\u5316\u4e86\u73af\u5883\u914d\u7f6e\u7684\u590d\u6742\u6027\u3002\u6b64\u5916\uff0cColab\u652f\u6301\u4e0eGoogle 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decoding=\"async\" width=\"1024\" height=\"206\" src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2024\/09\/image-46-1024x206.png\" alt class=\"wp-image-5922\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-46-1024x206.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-46-300x60.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-46-768x154.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-46.png 1482w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/noscript><img decoding=\"async\" width=\"1024\" height=\"206\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20206%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-5922 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20206%22%3E%3C%2Fsvg%3E 1024w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2024\/09\/image-48-1024x482.png\" alt class=\"wp-image-5924\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-48-1024x482.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-48-300x141.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-48-768x361.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-48-1536x723.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/09\/image-48.png 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/noscript><img decoding=\"async\" width=\"1024\" height=\"482\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20482%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-5924 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20482%22%3E%3C%2Fsvg%3E 1024w\" 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