<s>[INST] This task involves splitting an image into different regions based on the pixel color similarity and use the clustering algorithm for it. For simplicity, we can assume the image is divided into two parts (-ng) and we have a certain number of clusters (k). Additionally, our metric for measuring the similarity will be the Euclidean distance.[/INST]