 Semantic segmentation is the understanding of an image at the pixel level, that is we want to assign an object class to each pixel in the image. In this figure, with the motorcyclist, apart from recognizing the bike and the person riding it, we also have to delineate the boundaries of each object. Using object detection and semantic segmentation together, we get instant segmentation.