eee1103 / finding-tiny-faces-with-gan

Finding-Tiny-Faces-with-GAN

This is a reimplemetation of [1].

It uses python3, pytorch, and tensorboadX by default.

see experiment.ipynb for discription and result visulization.

Pretrained weight

I've uploaded Pretrained SRGAN weight file to:

https://drive.google.com/open?id=1wfLQCXTR9YoxiWgkVoVw9NLHo4HO-jSL

Download it and put it in a new directory: mkdir -p Finding-Tiny-Faces-with-GAN/models

Training

python train.py

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[1] Bai Y, Zhang Y, Ding M, et al. Finding tiny faces in the wild with generative adversarial network[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 21-30.

[2] Ledig C, Theis L, Huszár F, et al. Photo-realistic single image super-resolution using a generative adversarial network[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2017: 4681-4690.