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我不知道是上传的代码版本有问题还是别的原因,但是DataLoader确实有问题,它没有返回hazy and gt, 而是hazy和正则化的hazy(名字为clear)。 这就是为什么指标很好,但是视觉上看没有效果的原因:因为dataloader的问题,模型拟合的目标一开始就是错的。
Error in class dataloader , it should return hazy image and clear image, but dataloader returns normalized hazy image and hazy image. This is why the metrics are good, but visually ineffective: because of the dataloader, the goal of the model fitting was wrong in the first place.
Code below looks normal but "clear" is actually hazy image.
我不知道是上传的代码版本有问题还是别的原因,但是DataLoader确实有问题,它没有返回hazy and gt, 而是hazy和正则化的hazy(名字为clear)。 这就是为什么指标很好,但是视觉上看没有效果的原因:因为dataloader的问题,模型拟合的目标一开始就是错的。
Error in class dataloader , it should return hazy image and clear image, but dataloader returns normalized hazy image and hazy image. This is why the metrics are good, but visually ineffective: because of the dataloader, the goal of the model fitting was wrong in the first place.
Code below looks normal but "clear" is actually hazy image.
Advised Solution:
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