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varun19299 / deep-atrous-guided-filter

Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).
https://varun19299.github.io/deep-atrous-guided-filter/
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simulate checkpoints??? #3

Closed learningyan closed 3 years ago

learningyan commented 3 years ago

awesome work !
According to your paper , you trained a simulation network to generate simulated data. I want to reproduce this work on other datasets, but I cannot find the simulate pretrained checkpoints. Cau you provide pretrained checkpoints of simulating poled or toled data ? thanks!

varun19299 commented 3 years ago

To clarify, I think you are asking for DAGF models which transform clean images to Glass, TOLED, POLED (which we refer to as "simulation" in our paper).

Here are the checkpoints:

Model Config Checkpoint
Clean to Glass guided_filter_l1_tanh_pixelshuffle_forward_glass clean2glass
Clean to POLED guided_filter_l1_tanh_pixelshuffle_forward_poled clean2poled
Clean to TOLED guided_filter_l1_tanh_pixelshuffle_forward_toled clean2toled

The code for these models can be found in the experiments branch.

We'll add this to the README too.