An image generation system using GAN to turn face sketches into realistic photos
pip install -r requirements.txt
Or you can refer to this link https://medium.com/@kegui/how-to-install-keras-contrib-7b75334ab742
First of all, you need to do data augmentation using this notebook
Start training GAN model with this notebook
Calculate SSIM (Structural Similarity Index) and Verification Accuracy (L2-norm) using this notebook
Generate single image with this notebook
[1] X. Wang and X. Tang. (2009). Face Photo-Sketch Synthesis and Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 31(11), 1955-1967.
[2] W. Zhang, X. Wang and X. Tang. (2011). Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).