ljzycmd / SimDeblur

Simple framework for image and video deblurring, implemented by PyTorch
MIT License
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Have you trained the model with your own script? #11

Open c-yn opened 2 years ago

c-yn commented 2 years ago

Hello, thanks for your contributions. Have you trained the model with your own script, or you just copied or wrote the code for that method without training by yourself? If not, how to verify the correctness of your tool? Thanks.

ljzycmd commented 2 years ago

Hi, thanks for your interest in this project.

In fact, most of these methods are trained with various datasets under the SimDeblur framework, and we release some of these CKPTs at here. Meanwhile, we would like to organize the trained models and release more CKPTs.

Note that the training processes of these models in SimDeblur are a little different from the original counterparts since some training techniques are not common. As a result, the results are a little different from those reported in their papers (some are higher, others lower), and I think these differences are very common in deep-learning-based methods.

Soon after, I will conclude the results from SimDeblur and published papers.