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Congrats for the work!
The results are promising but the images are very noisy, for some of them incredibly noisy. I saw the model and I'm wondering why are you using resize_nearest_neighbor op VS resize_bilinear or resize_bicubic.
On my experiments they look better, not a LOT better but something.
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