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How do u produced the best.h5 model?

Open Praneeth1441 opened this issue 3 years ago • 1 comments

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.

Praneeth1441 avatar Jun 14 '21 15:06 Praneeth1441

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]

l1teng avatar Jul 09 '21 09:07 l1teng