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How do u produced the best.h5 model? #6

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Praneeth1441 opened this issue Jun 14, 2021 · 1 comment
Open

How do u produced the best.h5 model? #6

Praneeth1441 opened this issue Jun 14, 2021 · 1 comment

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@Praneeth1441
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Praneeth1441 commented Jun 14, 2021

I am not able to replicate "best.h5" model provided in this repo by training the code present in this repo. The model that i have produced is showing whitish thing(noise) in the output Enhanced images.

The output from "best.h5" model looks natural.

Can u Tell what is the network to be followed to generate best.h5 model you have provided in this repo.

@l1teng
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l1teng commented Jul 9, 2021

The enhanced results of the official PyTorch implementation also meet the "whitish thing" artifacts (especially on the edge regions).

I did only check the results in the readme file of TensorFlow implementation. They look good, which performs well and shows no blur effects in the edge regions.

I did several experiments on the topic (how the blur effects were raised), and I think this blur effects phenomenon sources from the proposed method (not the implementation manner). The ablation experiment results also prove that assumption.

So, the same as @Praneeth1441, I am curious in what manner did @tuvovan try to achieve this.

Looking forward to your reply.

Regards.

--
Teng Li
[email protected]

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