BSRGAN:设计适用于深盲图像超分辨率(PyTorch)的实用降级模型-我们发布了测试代码!

上传者: 42116921 | 上传时间: 2022-04-28 19:14:14 | 文件大小: 102.08MB | 文件类型: ZIP
,梁静云, ,瑞士苏黎世联邦理工学院 [] :sparkles: 一些直观的例子: ; ; ; ; 测试代码 (从或下载以下模型)。 RRDB.pth ---> ESRGAN.pth ---> FSSR_DPED.pth ---> FSSR_DPED.pth ---> RealSR_DPED.pth ---> RealSR_JPEG.pth ---> BSRNet.pth :seedling: BSRGAN :seedling: 大意 设计一个新的降级模型以合成用于训练的LR图像: 1)使模糊,下采样和噪点更加实用 模糊:来自HR空间和LR空间的各向同性和各向异性高斯核的两个卷积 下采样:最近,双线性,双三次,下采样 噪声:高斯噪声,JPEG压缩噪声,处理过的相机传感器噪声 2)降级混洗:我们执行随机混洗的降级以合成LR图像,而不是使用常用的模糊/下采样/降噪管道 关于建议的降级模型的一些注意事项: 降级模型主要用于

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