Mohamed Sabry Aly

MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors

Modern convolutional object detectors have improved the detection accuracy significantly, which in turn inspired the development of dedicated hardware accelerators to achieve real-time performance by exploiting inherent parallelism in the algorithm. Non-maximum suppression (NMS) is an indispensable…