Lotayou / Face-Renovation

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
https://arxiv.org/abs/2005.05005
GNU General Public License v3.0
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Questions about the experimental part #3

Closed raywzy closed 4 years ago

raywzy commented 4 years ago

For the quantitative comparsions, how do you obtain the numerical scores such as PSNR, SSIM of other methods? Do you re-train all the methods using your own training data or just use their pretrained model?

Lotayou commented 4 years ago

We retrained (or fine-tuned) most of the methods on our dataset. However, some baselines did not release the training code (for instance GFRNet and RIDNet), in which case we evaluate on the pretrained model instead.

raywzy commented 4 years ago

We retrained (or fine-tuned) most of the methods on our dataset. However, some baselines did not release the training code (for instance GFRNet and RIDNet), in which case we evaluate on the pretrained model instead.

Thanks for your reply. When do you plan to release the pretrained model? I reall want to try the performance.

Lotayou commented 4 years ago

We retrained (or fine-tuned) most of the methods on our dataset. However, some baselines did not release the training code (for instance GFRNet and RIDNet), in which case we evaluate on the pretrained model instead.

Thanks for your reply. When do you plan to release the pretrained model? I reall want to try the performance.

This work is done at Alibaba and the code release is subject to company regulations. If you are keen to get started, try first switch the input of SPADE with LQ face images and see if it works. Good luck:)

Lotayou commented 3 years ago

@raywzy Checkpoint released