Instance Segmentation

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Introduction

Instance Segmentation is a task in Computer Vision. Unlike the object detection algorithms, where the goal is to localize and classify individual objects using bounding box, and semantic segmentation, where the goal is to classify each pixel into a fixed set of categories without differentiating object instances.

Instance Segmentation requires the correct deection of all objects in an image while also precisely segmenting each instance.

Region of Intersect (RoI)