{"id":800,"date":"2023-09-27T09:51:03","date_gmt":"2023-09-27T01:51:03","guid":{"rendered":"http:\/\/www.zhihuiwater.com\/?p=800"},"modified":"2023-09-27T09:51:37","modified_gmt":"2023-09-27T01:51:37","slug":"800","status":"publish","type":"post","link":"http:\/\/www.zhihuiwater.com\/?p=800","title":{"rendered":"\u9762\u5411\u667a\u6167\u6c34\u52a1\u7684\u56fe\u50cf\u98ce\u683c\u5316\u65b9\u6cd5\u7814\u7a76"},"content":{"rendered":"\n<h2><\/h2>\n\n\n\n<ol><li>\u5f15\u8a00<\/li><\/ol>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u56fe\u50cf\u98ce\u683c\u5316\u6280\u672f\u5728\u5de5\u4e1a\u751f\u4ea7\u4e2d\u53d1\u6325\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u540c\u65f6\u4e5f\u5e7f\u6cdb\u5e94\u7528\u4e8e\u62bd\u8c61\u827a\u672f\u521b\u4f5c\u3001\u52a8\u753b\u6a21\u62df\u3001\u4eba\u50cf\u751f\u6210\u7b49\u9886\u57df\u3002\u56fe\u50cf\u98ce\u683c\u5316\u6280\u672f\u4e3a\u63d0\u9ad8\u79d1\u7814\u7814\u7a76\u6548\u7387\u3001\u5de5\u4e1a\u751f\u4ea7\u667a\u80fd\u5316\u63d0\u4f9b\u4e86\u6781\u5927\u7684\u4fbf\u5229\u3002\u7136\u800c\u5728\u5b9e\u9645\u7684\u9879\u76ee\u5f00\u53d1\u4e2d\uff0c\u56fe\u50cf\u98ce\u683c\u5316\u6280\u672f\u4e5f\u9762\u4e34\u7740\u4e00\u4e9b\u95ee\u9898\uff1a\u73b0\u6709\u7684\u98ce\u683c\u5316\u6280\u672f\u5bf9\u5185\u5bb9\u56fe\u50cf\u548c\u98ce\u683c\u56fe\u50cf\u7684\u7279\u5f81\u63d0\u53d6\u4e0d\u9ad8\uff1b\u6a21\u578b\u751f\u6210\u56fe\u50cf\u7684\u6548\u7387\u4e0d\u9ad8\uff1b\u751f\u6210\u56fe\u50cf\u8d28\u91cf\u5dee\u7b49\u6bd4\u8f83\u96be\u89e3\u51b3\u7684\u95ee\u9898\u3002\u4e25\u91cd\u7684\u5f71\u54cd\u4e86\u98ce\u683c\u5316\u6280\u672f\u7684\u7814\u7a76\u4e0e\u5e94\u7528\u3002\u56e0\u6b64\u63d0\u9ad8\u751f\u6210\u56fe\u50cf\u8d28\u91cf\u548c\u4fdd\u6301\u751f\u6210\u56fe\u50cf\u7ed3\u6784\u4e0d\u53d8\u5177\u6709\u91cd\u8981\u7684\u610f\u4e49\u3002<\/p>\n\n\n\n<ol 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start=\"3\"><li>\u65b9\u6cd5<\/li><\/ol>\n\n\n\n<p>3.1 \u57fa\u4e8e\u56fe\u50cf\u8d28\u91cf\u7684\u5bf9\u6297\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff08IQCycle GAN\uff09<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3Cycle GAN\u751f\u6210\u56fe\u50cf\u8d28\u91cf\u4f4e\u7684\u95ee\u9898\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u56fe\u50cf\u8d28\u91cf\u7684\u5bf9\u6297\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff08IQCycle 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GAN\u751f\u6210\u56fe\u50cf\u8d28\u91cf\u4e0d\u4f73\u7684\u95ee\u9898\u5916\uff0c\u672c\u6587\u8fd8\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7ed3\u6784\u4fdd\u6301\u7684\u5bf9\u6297\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff08Str PCycle GAN\uff09\uff0c\u4ee5\u89e3\u51b3\u751f\u6210\u56fe\u50cf\u5168\u5c40\u7ed3\u6784\u548c\u5c40\u90e8\u98ce\u683c\u7279\u5f81\u8fc1\u79fb\u6548\u679c\u8f83\u5dee\u7684\u95ee\u9898\u3002\u8be5\u7b97\u6cd5\u5229\u7528\u57fa\u4e8e\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684U-net\u7f51\u7edc\u4f5c\u4e3a\u751f\u6210\u5668\uff0c\u7ed3\u5408\u7ec6\u8282\u7279\u5f81\u63d0\u53d6\u7684\u6b8b\u5dee\u7ed3\u6784\u548cU-net\u7ed3\u6784\uff0c\u4f7f\u751f\u6210\u56fe\u50cf\u5177\u6709\u66f4\u597d\u7684\u7ec6\u8282\u7279\u5f81\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u6539\u5584\u4e86\u5168\u5c40\u7ed3\u6784\u7279\u5f81\u4fe1\u606f\u548c\u7ec6\u8282\u98ce\u683c\u7279\u5f81\u4fe1\u606f\u7684\u4e22\u5931\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u9996\u5148\u4f7f\u7528U-net\u7f51\u7edc\u5bf9\u8f93\u5165\u7684\u5185\u5bb9\u56fe\u50cf\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\uff0c\u5f97\u5230\u4e00\u4e2a\u521d\u6b65\u7684\u7279\u5f81\u8868\u793a\u3002\u7136\u540e\u6211\u4eec\u5c06\u8fd9\u4e2a\u7279\u5f81\u8868\u793a\u4f5c\u4e3aCycle GAN\u7684\u521d\u59cb\u8f93\u51fa\u7ed3\u679c\uff0c\u5e76\u5c06\u5176\u8f93\u5165\u5230\u53e6\u4e00\u4e2aU-net\u7f51\u7edc\u4e2d\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u7279\u5f81\u63d0\u53d6\u3002\u8fd9\u4e2aU-net\u7f51\u7edc\u7684\u7ed3\u6784\u4e0eCycle GAN\u4e2d\u7684\u89e3\u7801\u5668\u76f8\u540c\uff0c\u4f46\u662f\u5b83\u4f7f\u7528\u4e86\u81ea\u6ce8\u610f\u529b\u673a\u5236\u6765\u5e2e\u52a9\u63d0\u53d6\u66f4\u591a\u7684\u5c40\u90e8\u7279\u5f81\u4fe1\u606f\u3002\u6700\u540e\uff0c\u6211\u4eec\u5c06\u8fd9\u4e24\u4e2a\u7279\u5f81\u8868\u793a\u8fdb\u884c\u878d\u5408\uff0c\u5f97\u5230\u6700\u7ec8\u7684\u751f\u6210\u56fe\u50cf\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u540c\u65f6\u4fdd\u7559\u5185\u5bb9\u56fe\u50cf\u548c\u98ce\u683c\u56fe\u50cf\u7684\u7ed3\u6784\u4fe1\u606f\uff0c\u5e76\u4e14\u8fd8\u53ef\u4ee5\u5728\u5168\u5c40\u4e0a\u4fdd\u6301\u4e00\u81f4\u7684\u98ce\u683c\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u7ee7\u7eed\u5199\u4e0b\u53bb\uff1a<\/p>\n\n\n\n<p>3.3 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href=\"http:\/\/www.zhihuiwater.com\/?p=792\" data-type=\"post\" data-id=\"792\">\u6c34\u52a1<\/a>\u96c6\u56e2<a href=\"http:\/\/www.jzazj.com\/?cat=1\" target=\"_blank\" rel=\"noopener\">\u9996\u5e2d\u79d1\u6280\u5bb6<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 \u8fd1\u5e74\u6765\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u56fe\u50cf\u98ce\u683c\u5316\u6280\u672f\u5728\u5de5\u4e1a\u751f\u4ea7\u4e2d\u53d1\u6325\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u540c\u65f6\u4e5f\u5e7f\u6cdb\u5e94\u7528\u4e8e\u62bd\u8c61\u827a 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