CenterNet and Its Variants

CenterNet[1] is a point-based object detection framework, which can be easily extended to multiple computer vision tasks including object tracking, instance segmentation, human pose estimation, 3d object detection, action detection, human-object interaction detection, and many others. Instead of classifying pre-defined anchors into objects and regressing corresponding bounding box shapes, CenterNet regards objects as points, and directly […]