The projects aims to reproduce the paper "Colourful Image Colorization" https://arxiv.org/abs/1603.08511 in PyTorch. This work was done for the course DD2424 Deep Learning (2022) at Royal Institute of Technology (KTH), Stockholm. Read the report.pdf for all information about the project.