Embedded Deep Learning Object Detection Model Compression Competition for Traffic in Asian Countries

( ICMR 2021 GC PAIR Competition Session )

Session Chairs

Session Chair: Prof. Jiun-In Guo (Institute of Electronics, National Yang Ming Chiao Tung University)

Session Co-chair: Prof. Chia-Chi Tsai (Department of Electrical Engineering, National Cheng Kung University)

Session Schedule
Date: 2021/11/18 (Thursday)
11:00-11:08 UTC+8
2021 GC PAIR Competition Opening
Host

Prof. Jiun-In Guo

11:08-11:21 UTC+8
Summary of the 2021 Embedded Deep Learning Object Detection Model Compression Competition for Traffic in Asian Countries
Authors

Yu-Shu Ni (Institute of Electronics, National Yang Ming Chiao Tung University, Taiwan)

Jiun-In Guo (Institute of Electronics, National Yang Ming Chiao Tung University / Pervasive Artificial Intelligence Research Labs (PAIR Labs), Taiwan)

Chia-Chi Tsai (Department of Electrical Engineering, National Cheng-Kung University, Taiwan)

Po-Chi Hu (Pervasive Artificial Intelligence Research Labs (PAIR Labs), Taiwan)

Ted T. Kuo (Institute of Intelligent Systems, College of AI, National Yang Ming Chiao Tung University, Taiwan)

Bo-Xun Wu (Institute of Electronics, National Yang Ming Chiao Tung University, Taiwan)

Jenq-Neng Hwang (Department of Electrical & Computer Engineering, University of Washington, Seattle, WA, USA)

Po-Yu Chen (MediaTek Inc, Taiwan)

Hsien-Kai Kuo (MediaTek Inc, Taiwan)

Speaker

Yu-Shu Ni

11:21-11:34 UTC+8
Embedded YOLO: Faster and Lighter Object Detection
Champion, Best Accuracy, Best Bicycle Detection
Authors

Wen-Kai Wu (Department of Computer Science and Information Engineering, National University of Tainan, Taiwan)

Chien-Yu Chen (Department of Computer Science and Information Engineering, National University of Tainan, Taiwan)

Jiann-Shu Lee (Department of Computer Science and Information Engineering, National University of Tainan, Taiwan)

Speaker

Chien-Yu Chen

11:34-11:47 UTC+8
Bag of Tricks for Building an Accurate and Slim Object Detector for Embedded Applications
1st Runner-up
Authors

Yongkun Du (School of Computer and Information Technology, Beijing Jiaotong University, China)

Zhineng Chen (School of Computer Science, Fudan University Shanghai, China)

Caiyan Jia (School of Computer and Information Technology, Beijing Jiaotong University, China)

Xuanya Li (Baidu Inc. Beijing, China)

Yu-Gang Jiang (School of Computer Science, Fudan University Shanghai, China)

Speaker

Yongkun Du

11:47-12:00 UTC+8
Object Detection on Embedded Systems for Traffic in Asian Countries
2nd Runner-up
Authors

Bao-Hong Lai (Institute of Computer and Communication Engineering, National Cheng Kung University, Taiwan)

Hsun-Ping Hsieh (Institute of Computer and Communication Engineering, National Cheng Kung University, Taiwan)

Speaker

Bao-Hong Lai