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训练数据准备的问题 about dcls-sr HOT 9 CLOSED

EchoXu98 avatar EchoXu98 commented on June 19, 2024
训练数据准备的问题

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Comments (9)

Algolzw avatar Algolzw commented on June 19, 2024

你需要分开转,处理HR图像时img_folder指向HR目录,处理LR图像时img_folder指向LR目录。

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EchoXu98 avatar EchoXu98 commented on June 19, 2024

谢谢你,感谢您百忙之中抽空回答!按照您的回答,我理解为在训练时是同时需要提供HR和LR数据吗?我是第一次接触Blind Image Super-Resolution问题,在复现的以往超分辨率工作中都只需要提供HR训练数据就好了。

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Algolzw avatar Algolzw commented on June 19, 2024

训练只需要提供HR图像,验证和测试的才会同时用到LR和HR。准备训练集的话你只需要提供HR数据集就好了

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EchoXu98 avatar EchoXu98 commented on June 19, 2024

好的,谢谢您!

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15049114601 avatar 15049114601 commented on June 19, 2024

我也想问一下,按setting1训练时验证集是set5,这里的set5是直接下载的那40张,还是经过generate_mod_blur_LR_bic.py处理后再做验证集?

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Algolzw avatar Algolzw commented on June 19, 2024

40张set5如果是Gaussian8处理后的那可以直接用,如果只有5张HR图像,则需要使用脚本生成40张LR后再做验证集。

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15049114601 avatar 15049114601 commented on June 19, 2024

40张set5如果是Gaussian8处理后的那可以直接用,如果只有5张HR图像,则需要使用脚本生成40张LR后再做验证集。

所以验证集还是得经过Gaussian8处理,不能直接用set5官网下载的40张LR图像。

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Algolzw avatar Algolzw commented on June 19, 2024

是的

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15049114601 avatar 15049114601 commented on June 19, 2024

是的

谢谢

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