It deep learning model created by implementing conditional GANs i.e pix2pix. It can convert portrait sketch to a portrait photograph.
- create a new folder named model
$ mkdir model
- download the trained model from -> https://drive.google.com/file/d/1eTgm0eiE3Ggabdqvl-amcrvzDzt52WuP/view?usp=sharing and put it into the model/
- CUHK sketch face dataset -> http://mmlab.ie.cuhk.edu.hk/archive/facesketch.html
- pix2pix https://machinelearningmastery.com/how-to-develop-a-pix2pix-gan-for-image-to-image-translation/
The model is not robust yet and can not give the acceptable result, that is because of lack in dataset.