YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

12 Sep 2020 Yuxuan Cai Hongjia Li Geng Yuan Wei Niu Yanyu Li Xulong Tang Bin Ren Yanzhi Wang

The rapid development and wide utilization of object detection techniques have aroused attention on both accuracy and speed of object detectors. However, the current state-of-the-art object detection works are either accuracy-oriented using a large model but leading to high latency or speed-oriented using a lightweight model but sacrificing accuracy... (read more)

PDF Abstract

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper