[14p-P10-1~25] Symposium on Research and Human-Capital Development Activities aimed at Creating Next-Generation Semiconductors Industry

English Presentation

[14p-P10-16] Hardware Acceleration Design for Object Detector in Semiconductor Design Hackathon

〇Yuxuan Pan¹, Atsutake Kosuge¹, Hideharu Amano¹ (1.Univ. Tokyo)

Keywords:

semiconductor,object detection

At the 2024 University of Tokyo AI and Semiconductor Design Hackathon, we achieved 5x to 39x speed improvements on the object detection system by deploying and optimizing YOLOv3 or YOLOv3-tiny model on the Xilinx KV260 FPGA development board.