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关于在其他low-level任务上复现 #25

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formerlya opened this issue Jan 2, 2025 · 1 comment
Open

关于在其他low-level任务上复现 #25

formerlya opened this issue Jan 2, 2025 · 1 comment

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@formerlya
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您好,想将您的工作用于图像去雾任务中去,在复现HI-Diff时由于算力问题减少了gt_size,使用4卡1080Ti,其余使用您提供的去模糊权重,一阶段训练完后PSNR仅有25.5。Restormer在同样的图像去雾数据集上同样的环境和硬件可以达到38+的PSNR,请问有什么建议吗,或许这种架构不适合用于图像去雾?

@zhengchen1999
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我没有在其他任务上尝试过,无法确定模型在去雾任务上的效果。
此外,不建议使用预训练权重,去模糊与去雾之间差异较大。并且gt_size、batch size都对性能影响较大。

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