Computer Vision: Semantic Segmentation- An Intuition

In semantic segmentation, we associate each pixel of an image with a corresponding class of what is being represented. So, it’s an inference task at pixel level and is also called a dense prediction task. In this article, we will introduce ourselves to this all-important topic from a non-mathematical intuitive perspective.


We have multi-class classification and also multi-label classification, and both are different. In the first one, we have images, and we have classes associated with them…