Deep Learning Instance Segmentation Networks

In my previous article I have dealt with semantic segmentation and its networks. In this paper I will introduce instance segmentation and the network that can be used in the task of instance segmentation. One of the most important things to keep in mind is the apparent difference between semantic and instance segmentation in computer vision. As shown in figure below, in semantic segmentation, every object of the same class is coloured with the same colour. However, in instance segmentation, every object of the same class is coloured in different colours.