How to DINO: DETR with Improved DeNoising Anchor Boxes

A Detailed Technical Explanation

A key concept in DINO is to add noise to the bounding box positions to create positive and negative samples for the training process. Image created by author. Source: GitHub.

Object detection is a fundamental task in computer vision with wide-ranging applications, from autonomous driving (detecting pedestrians and vehicles) to robotics (localizing object…