Deep Learning, Artificial Intelligence, Convolutional Network, Object Detection, Data Science.
Given a list of RoIs and their losses, NMS works by iteratively selecting the RoI with the highest loss, and then removing all lower loss RoIs that have high overlap with the selected region. A relaxed IoU threshold of 0.7 is used to suppress only highly overlapping RoIs. Thus, OHEM removes the