Prioritizing Detection: Anchor Boxes and Center Priors
Unveiling the Secrets of Anchor Boxes: A Deep Dive into Object Detection with Center-Prior Boxes Object detection, a cornerstone of computer vision, empowers machines to identify and locate objects within images or videos. This seemingly simple task is surprisingly complex, demanding sophisticated algorithms to accurately pinpoint object boundaries and classify them. One key component in this intricate puzzle are anchor boxes, which serve as the foundation for many popular object detection models. Let's demystify anchor boxes and explore how they work, particularly focusing on the elegant Center Prior Boxes approach. Understanding Anchor Boxes: Imagine you're searching for apples in a fruit basket. You might start by mentally outlining various rectangular regions – some small, some large, spanning different parts of...