Images were taken from the CelebAMask-HQ dataset without Eyeglasses, Wearing_Hat attributes, and Yaw, Pitch, Raw absolute degrees equal or less than 20.

Then theses images were filtered with ImageFilter.FIND_EDGES, ImageFilter.BLUR, ImageFilter.SHARPEN, ImageOps.invert() and ImageEnhance.Contrast().enhance(1.5) sequentially to produce rought sketches. Furthermore, theses rought skecthes are simplified using Sketch Simplification.

Dataset is available to download through Kaggle.

This project was developed as part of Nodeflux Internship x Kampus Merdeka.