A Real Time 1280x720 Object Detection Chip With 585MB/s Memory Traffic

no code implementations • 2 May 2022 • Kuo-Wei Chang, Hsu-Tung Shih, Tian-Sheuan Chang, Shang-Hong Tsai, Chih-Chyau Yang, Chien-Ming Wu, Chun-Ming Huang

Memory bandwidth has become the real-time bottleneck of current deep learning accelerators (DLA), particularly for high definition (HD) object detection.

MORPH Object +2

Learning the Representations of Moist Convection with Convolutional Neural Networks

no code implementations • 23 May 2019 • Shih-Wen Tsou, Chun-Yian Su, Chien-Ming Wu

The result also suggests that the method proposed in this study has the potential to replace the conventional cumulus parameterization in the general circulation models.