增量目标检测方法调研

最近参加了CVPR2022 有关增量学习的一个Workshop:Workshop on Continual Learning in Computer Vision,这个workshop有三个赛道:(1)Instance Classification Track,(2)Category Detection Track;(3)Instance Detection Track,三个赛道的任务介绍可以看官网。个人是做检测方向出身,因此关注了一下track2,并基于增量目标检测方向做了部分调研,并简单介绍其中部分算法。

增量目标检测方法调研

img

部分方法介绍

IOD (1)

IOD (2)

IOD (3)

IOD (4)

IOD (5)

IOD (6)

IOD (7)

IOD (8)

IOD (9)

IOD (10)

IOD (11)

IOD (12)