no code implementations • 1 Aug 2021 • Issac Sim, Ju-Hyung Lim, Young-Wan Jang, JiHwan You, Seontaek Oh, Young-Keun Kim
Since the object detection for autonomous system is run on an embedded processor, it is preferable to compress the detection network as light as possible while preserving the detection accuracy.
no code implementations • 16 Nov 2020 • Seontaek Oh, Ji-Hwan You, Young-Keun Kim
The proposed network achieved higher compression with comparable accuracy compared to other deep CNN object detectors while showing improved accuracy than the lightweight detector baselines.