Region Based Unsupervised Image Segmentation and Simplification

In this work I have modified and re-implemented a Unsupervised Image Segmentation algorithm from a scientific paper authored by Wonjik Kim et al. (https://arxiv.org/pdf/2007.09990.pdf). The Paper proposes Unsupervised Image Segmentation based on Differentiable Feature Clustering. The Framework, algorithm along with some results are as follows :

Framework and Results: