{"id":50731,"date":"2020-12-21T20:01:26","date_gmt":"2020-12-21T12:01:26","guid":{"rendered":"http:\/\/www.zhushiyao.com\/?p=50731"},"modified":"2020-12-21T20:03:18","modified_gmt":"2020-12-21T12:03:18","slug":"db357e8e00","status":"publish","type":"post","link":"http:\/\/www.zhushiyao.com\/?p=50731","title":{"rendered":"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p>\u00a0<\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5982\u4f55\u57fa\u672c\u4e0d\u7528GAN\u628a\u7167\u7247\u751f\u6210\u7b80\u7b14\u753b\uff1f\u8fd9\u4e2a\u9879\u76ee\u5c31\u505a\u5230\u4e86\u3002<\/span><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff;\">\u00a0<\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5148\u524d\uff0c\u673a\u5668\u4e4b\u5fc3\u62a5\u9053\u8fc7\u7b80\u7b14\u753b\u751f\u6210\u4eba\u8138\u3002\u800c AI \u4ece\u4eba\u8138\u751f\u6210\u7b80\u7b14\u753b\u7684\u6548\u679c\u5982\u4f55\u5462\uff1f<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5148\u770b\u51e0\u5f20\u6548\u679c\u56fe\uff01<\/span><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/9-1608552094.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u300a\u8001\u53cb\u8bb0\u300b\u591a\u4eba\u7167\u7247\u8f6c\u6362\u6548\u679c\uff1a<br \/><\/span><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/3-1608552095.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fd8\u6709\u7537\u795e\u57fa\u52aa \u00b7 \u91cc\u7ef4\u65af<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/1-1608552096.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6548\u679c\u662f\u4e0d\u662f\u51fa\u5947\u7684\u597d\uff1f\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c<\/span><span style=\"font-size: 15px; color: #3daad6;\"><strong>\u8fd9\u79cd\u521b\u4f5c\u7ebf\u7a3f\u7684\u65b9\u6cd5\u5e76\u6ca1\u6709\u4f7f\u7528\u5927\u591a\u6570\u7c7b\u4f3c\u5de5\u5177\u4f1a\u7528\u5230\u7684\u751f\u6210\u5bf9\u6297\u7f51\u7edc GAN<\/strong><\/span><span style=\"font-size: 15px;\">\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u76ee\u524d\uff0c\u8be5\u9879\u76ee\u5728 Reddit \u4e0a\u5df2\u7ecf\u6709\u8d85\u9ad8\u70ed\u5ea6\uff0c\u9879\u76ee\u540d\u4e3a ArtLine\uff0cgithub star \u91cf\u4e5f\u5df2\u7ecf\u8d85\u8fc7 700\u3002\u5982\u679c\u4f60\u60f3\u5c1d\u8bd5\u4e00\u4e0b\u81ea\u5df1\u7684\u7167\u7247\uff0c\u9879\u76ee\u4f5c\u8005 Vijish Madhavan \u4e5f\u628a\u4ee3\u7801\u653e\u5728\u4e86 Google Colab \u4e0a\uff0c\u8fd0\u884c\u5373\u53ef\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<ul class=\"list-paddingleft-2\" style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff;\">\n<li style=\"text-align: left; color: #7a4442;\">\n<p><span style=\"font-size: 15px;\">\u9879\u76ee\u94fe\u63a5\uff1a<\/span><\/p>\n<\/li>\n<li style=\"text-align: left; color: #7a4442;\">\n<p><span style=\"font-size: 15px;\">https:\/\/github.com\/vijishmadhavan\/ArtLine<\/span><\/p>\n<\/li>\n<li style=\"text-align: left; color: #7a4442;\">\n<p><span style=\"font-size: 15px;\">Colab \u5730\u5740\uff1ahttps:\/\/colab.research.google.com\/github\/vijishmadhavan\/Light-Up\/blob\/master\/ArtLine(Try_it_on_Colab).ipynb<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em; text-align: center;\"><strong><span style=\"font-size: 16px;\">\u6280\u672f\u7ec6\u8282<\/span><\/strong><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6548\u679c\u60ca\u8273\u7684 ArtLine \u90fd\u7528\u5230\u4e86\u4ec0\u4e48\u6280\u672f\u5462\uff1f\u8fd9\u91cc\u6709\u8be6\u7ec6\u7684\u6280\u672f\u7ec6\u8282\u4ecb\u7ecd\uff0c\u5305\u62ec\u81ea\u6ce8\u610f\u673a\u5236\u3001\u9010\u6b65\u8c03\u6574\u56fe\u7247\u5927\u5c0f\u4ee5\u53ca\u751f\u6210\u5668\u635f\u5931\u51fd\u6570\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u81ea\u6ce8\u610f\u673a\u5236\u501f\u9274\u7684\u76f8\u5173\u7814\u7a76\u662f Ian Goodfellow \u7b49\u4eba\u7684\u8bba\u6587\u300aSelf-Attention Generative Adversarial Networks \u300b\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/6-1608552096.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em; text-align: left;\"><span style=\"font-size: 15px; color: #7a4442;\">\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/1805.08318.pdf<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u9879\u76ee\u4f5c\u8005\u4ecb\u7ecd\uff0c\u751f\u6210\u5668\u662f\u7ecf\u8fc7\u9891\u8c31\u5f52\u4e00\u5316\u548c\u81ea\u6ce8\u610f\u673a\u5236\u9884\u8bad\u7ec3\u7684 UNET\uff0c\u4e5f\u501f\u9274\u4e86 Jason Antic \u7684 DeOldify \u9879\u76ee\uff0c\u4ece\u800c\u83b7\u5f97\u6709\u5173\u9762\u90e8\u7279\u5f81\u7684\u9002\u5f53\u7ec6\u8282\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em; text-align: left;\"><span style=\"font-size: 15px; color: #7a4442;\">DeOldify \u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/jantic\/DeOldify<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u770b\u5230\u8fd9\u91cc\uff0c\u4e5f\u8bb8\u6709\u8bfb\u8005\u4f1a\u8d28\u7591\uff0c\u4e0d\u662f\u8bf4\u6ca1\u6709\u7528\u5230 GAN \u5417\uff1f\u9879\u76ee\u4f5c\u8005\u7ed9\u51fa\u7684\u89e3\u91ca\u662f\uff0cGAN did not make much of a difference so I was happy with No GAN.<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u9010\u6b65\u589e\u52a0\u56fe\u7247\u5927\u5c0f\u4e0a\uff0c\u4f5c\u8005\u5206\u522b\u501f\u9274\u4e86\u82f1\u4f1f\u8fbe\u4e0e\u9996\u5c14\u56fd\u7acb\u5927\u5b66\u7684\u4e24\u9879\u76f8\u5173\u7814\u7a76\uff1a<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<ul class=\"list-paddingleft-2\" style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff;\">\n<li style=\"text-align: left; color: #7a4442;\">\n<p><span style=\"font-size: 15px;\">\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/1710.10196.pdf<\/span><\/p>\n<\/li>\n<li style=\"text-align: left; color: #7a4442;\">\n<p><span style=\"font-size: 15px;\">\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/1707.02921.pdf<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u8fd9\u4e2a\u9879\u76ee\u4e2d\uff0c\u56fe\u50cf\u5c3a\u5bf8\u9010\u6e10\u589e\u52a0\uff0c\u5b66\u4e60\u7387\u4e5f\u5f97\u5230\u4e86\u8c03\u6574\u3002\u9010\u6b65\u8c03\u6574\u56fe\u7247\u5927\u5c0f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u6cdb\u5316\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u770b\u5230\u66f4\u591a\u4e0d\u540c\u7684\u56fe\u50cf\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8be5\u9879\u76ee\u4f7f\u7528\u5230\u7684\u6700\u540e\u4e00\u9879\u6280\u672f\u6e90\u4e8e 2016 \u5e74\u65af\u5766\u798f\u5927\u5b66\u674e\u98de\u98de\u56e2\u961f\u7684\u7814\u7a76\u8bba\u6587\u300aPerceptual Losses for Real-Time Style Transfer and Super-Resolution\u300b\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/9-1608552097.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em; text-align: left;\"><span style=\"font-size: 15px; color: #7a4442;\">\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/1603.08155.pdf<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fd9\u9879\u7814\u7a76\u63d0\u51fa\u5229\u7528\u611f\u77e5\u635f\u5931\u51fd\u6570\u6765\u8bad\u7ec3\u56fe\u50cf\u8f6c\u6362\u4e2d\u7684\u524d\u9988\u7f51\u7edc\uff0c\u7ed3\u679c\u8868\u660e\uff0c\u5728\u98ce\u683c\u8fc1\u79fb\u4efb\u52a1\u4e2d\uff0c\u8be5\u7814\u7a76\u5f97\u5230\u4e86\u4e0e\u5176\u4ed6\u65b9\u6cd5\u7c7b\u4f3c\u7684\u6548\u679c\uff0c\u4f46\u8fd0\u884c\u901f\u5ea6\u63d0\u5347\u4e86\u6570\u4e2a\u6570\u91cf\u7ea7\u3002<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8f6c\u6362\u6548\u679c\u867d\u597d\uff0c\u4f46\u9879\u76ee\u4f5c\u8005\u8868\u793a\uff0c\u8be5\u9879\u76ee\u4f9d\u7136\u5b58\u5728\u7740\u4ee5\u4e0b\u4e00\u4e9b\u5c40\u9650\uff1a<\/span><\/section>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<ul class=\"list-paddingleft-2\" style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff;\">\n<li>\n<p><span style=\"font-size: 15px;\">\u83b7\u5f97\u826f\u597d\u7684\u8f93\u51fa\u6548\u679c\u53d6\u51b3\u4e8e\u706f\u5149\u3001\u80cc\u666f\u3001\u9634\u5f71\u548c\u7167\u7247\u8d28\u91cf\u3002\u4e00\u5f00\u59cb\u901a\u5e38\u4f1a\u83b7\u5f97\u597d\u7684\u8f93\u51fa\u6548\u679c\uff0c\u4f46\u4e5f\u53ef\u80fd\u51fa\u73b0\u95ee\u9898\u3002\u6a21\u578b\u9700\u8981\u8c03\u6574\u4ee5\u9002\u5e94\u6240\u6709\u7528\u6237\uff1b<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"font-size: 15px;\">\u6a21\u578b\u4f1a\u6df7\u6dc6\u9634\u5f71\u4e0e\u5934\u53d1\uff0c\u8fd9\u4e5f\u662f\u9879\u76ee\u4f5c\u8005\u6b63\u52aa\u529b\u89e3\u51b3\u7684\u95ee\u9898\uff1b<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"font-size: 15px;\">500px \u4ee5\u4e0b\u7684\u4f4e\u8d28\u91cf\u56fe\u7247\u8f93\u51fa\u6548\u679c\u4e0d\u4f73\uff1b<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"font-size: 15px;\">\u7531\u4e8e\u9879\u76ee\u4f5c\u8005\u5e76\u975e\u7801\u519c\uff0c\u4ee3\u7801\u548c\u5b9e\u73b0\u4f1a\u6bd4\u8f83\u56f0\u96be\uff0c\u672a\u6765\u66f4\u65b0\u7248\u672c\u5c06\u4f1a\u6539\u8fdb\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><\/section>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5173\u4e8e ArtLine \u8f6c\u6362\u4e2d\u672a\u7528\u5230 GAN\uff0c\u7f51\u53cb\u8868\u8fbe\u4e86\u60ca\u53f9\u8d5e\u8bb8\u4e4b\u8bcd\uff01<\/span><\/p>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; line-height: 1.75em;\">\u00a0<\/p>\n<p style=\"font-family: -apple-system-font, BlinkMacSystemFont, 'Helvetica Neue', 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei UI', 'Microsoft YaHei', Arial, sans-serif; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center;\"><img decoding=\"async\" class=\"rich_pages\" style=\"box-sizing: border-box !important; width: 677px !important; visibility: visible !important;\" title=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" src=\"http:\/\/www.zhushiyao.com\/wp-content\/uploads\/2020\/12\/4-1608552097.png\" alt=\"\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\" \/><\/p>\n<\/div>\n\n\n<p>\u8f6c\u81ea\uff1ahttps:\/\/mp.weixin.qq.com\/s\/J0chBiV-Adf3qyHo6w5VRQ<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 \u5982\u4f55\u57fa\u672c\u4e0d\u7528GAN\u628a\u7167\u7247\u751f\u6210\u7b80\u7b14\u753b\uff1f\u8fd9\u4e2a\u9879\u76ee\u5c31\u505a\u5230\u4e86\u3002 \u00a0 \u5148\u524d\uff0c\u673a\u5668\u4e4b\u5fc3\u62a5\u9053\u8fc7\u7b80\u7b14\u753b\u751f\u6210\u4eba\u8138\u3002\u800c AI  &hellip; <a href=\"http:\/\/www.zhushiyao.com\/?p=50731\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u201c\u4e0d\u7528GAN\uff0c\u7167\u7247\u4e5f\u80fd\u751f\u6210\u7b80\u7b14\u753b\uff0c\u6548\u679c\u60ca\u8273\u201d<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[1004,73],"_links":{"self":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/50731"}],"collection":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=50731"}],"version-history":[{"count":2,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/50731\/revisions"}],"predecessor-version":[{"id":50741,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=\/wp\/v2\/posts\/50731\/revisions\/50741"}],"wp:attachment":[{"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=50731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=50731"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.zhushiyao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=50731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}