Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles

Object detection plays an important role in self-driving cars for security development. However, mobile systems on self-driving cars with limited computation resources lead to difficulties for object detection. To facilitate this, we propose a compiler-aware neural pruning search framework to achiev...

Full description

Bibliographic Details

Published in:	2021 58th ACM/IEEE Design Automation Conference (DAC) pp. 835 - 840
Main Authors:	Zhao, Pu, Yuan, Geng, Cai, Yuxuan, Niu, Wei, Liu, Qi, Wen, Wujie, Ren, Bin, Wang, Yanzhi, Lin, Xue
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2021
Subjects:	Autonomous automobiles autonomous driving Design automation Mobile handsets Object detection real-time Real-time systems Search problems Three-dimensional displays
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!