Adaptive Anchor Boxes for Robust Object Detection
Level Up Your Object Detection: Exploring the Power of Online Anchor Box Refinement Object detection, the ability for computers to identify and locate objects within images or videos, is a cornerstone of modern AI. But achieving high accuracy in this field can be a tricky business. One crucial aspect often overlooked is the role of anchor boxes, those pre-defined bounding boxes that serve as initial guesses for the location of objects. Traditional object detection methods rely on a fixed set of anchor boxes, which might not perfectly align with the diverse shapes and sizes of real-world objects. This can lead to inaccuracies and missed detections. Enter online anchor box refinement, a powerful technique that dynamically adjusts anchor boxes during training,...