GAN model for generating faces from sketches

An image generation system using GAN to turn face sketches into realistic photos

Data Generation

I have used CFD for the face images. Sketches are generated using Get_Sketch file.

Model

This GAN model is based on the pix2pix paper. The generator is a U-Net based architecture. The discriminator is a convolutional PatchGAN classifier.

Setup:

To run this project, we need TensorFlow installed on our system.
Run the following command to install tensorflow:

pip install tensorflow