Unveiling Anchor Boxes: Keypoints in Object Detection
Unveiling the Magic: Anchor Boxes, Keypoints, and Object Detection Object detection, the art of identifying and localizing objects within images or videos, is a cornerstone of computer vision. While complex algorithms drive this feat, one key technique plays a crucial role: anchor boxes. Combined with clever keypoint encoding and decoding, they empower models to pinpoint objects with remarkable accuracy. Let's delve into the fascinating world of anchor boxes and how they, along with keypoints, revolutionize object detection. Anchor Boxes: The Guiding Lights Imagine trying to find a specific fruit in a vast orchard without any reference points. It would be a daunting task! Anchor boxes act as these crucial reference points for our object detection models. They are predefined bounding...