Refining Detection with Adaptive Anchor Boxes
Unlocking Object Detection: A Deep Dive into Adaptive Anchor Boxes Object detection, the ability of a computer to identify and locate objects within images or videos, is a cornerstone of modern AI. From self-driving cars to medical imaging analysis, this technology powers countless applications that rely on understanding visual information. One of the key components of object detection algorithms is anchor boxes. These are predefined bounding boxes with specific sizes and aspect ratios, used as templates to predict the location and size of objects in an image. While effective, traditional anchor box approaches often suffer from a crucial limitation: they rely on a fixed set of anchors, which may not be optimal for all scenarios. Enter adaptive anchor boxes, a...