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Maclory avatar Maclory commented on August 15, 2024

你好,请问增加数据集是训练集吗?以及红绿像素点的情况是出现在训练过程还是测试过程呢?

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972461099 avatar 972461099 commented on August 15, 2024

你好,请问增加数据集是训练集吗?以及红绿像素点的情况是出现在训练过程还是测试过程呢?
是的,对训练集增加数据,这种情况出现在测试的过程。

请问是否是我的数据集有问题?我增加的是高清影视数据,是两者在不同的域吗?同时我对LR数据不仅做了bicubic下采样还做了jpeg压缩处理,因为这样对减少压缩伪影有挺大的帮助(在div2k训练后效果不错)。

from spsr.

Maclory avatar Maclory commented on August 15, 2024

你好,请问增加数据集是训练集吗?以及红绿像素点的情况是出现在训练过程还是测试过程呢?
是的,对训练集增加数据,这种情况出现在测试的过程。

请问是否是我的数据集有问题?我增加的是高清影视数据,是两者在不同的域吗?同时我对LR数据不仅做了bicubic下采样还做了jpeg压缩处理,因为这样对减少压缩伪影有挺大的帮助(在div2k训练后效果不错)。

是的,我认为超分的性能和训练时使用的数据模态有较大关系,出现的噪点可能是新的数据带来了一定的噪声。

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972461099 avatar 972461099 commented on August 15, 2024

好的,非常感谢

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Maclory avatar Maclory commented on August 15, 2024

好的,非常感谢

不客气

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