Object Detection Using Deep Learning

Abstract

Object detection is a fundamental task in computer vision that seeks to identify and locate objects within an image or video. Unlike image classification, which simply categorizes objects, object detection requires both identifying what objects are present and determining their spatial locations in the form of bounding boxes. This task has gained substantial attention due to its applications in various domains such as robotics, autonomous vehicles, surveillance, and healthcare.