Object Detection: Mastering Anchor Boxes
Unveiling the Mystery of Anchor Boxes: Object Detection's Guiding Lights Object detection, the cornerstone of countless computer vision applications, relies on a clever technique called anchor boxes. These pre-defined bounding boxes act as guiding lights, helping our models accurately identify and locate objects within images. But how do these anchors work? And what are the strategies behind their encoding and decoding to pinpoint those elusive objects? Let's delve into the fascinating world of anchor boxes and unravel the secrets behind their success. What are Anchor Boxes? Imagine a detective searching for clues in a bustling city. They might start by placing pre-defined "search zones" at strategic locations, expecting potential clues to fall within these areas. Similarly, anchor boxes act as...