Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology

Ying Cheng Lu; Ching Wen Chen; Ching Chun Pu; Yang Tung Lin; Jyun Kai Jhan; Shu Ping Liang; Wei Lun Tseng; Chi Shi Chen; Chao Yang Yu; Hsiu Wen Wang; Hong Han Shuai; Herming Chiueh

doi:10.1109/AICAS51828.2021.9458495

Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology

Ying Cheng Lu, Ching Wen Chen, Ching Chun Pu, Yang Tung Lin, Jyun Kai Jhan, Shu Ping Liang, Wei Lun Tseng, Chi Shi Chen, Chao Yang Yu, Hsiu Wen Wang, Hong Han Shuai, Herming Chiueh

電機工程學系

研究成果: Conference contribution › 同行評審

2 引文斯高帕斯（Scopus）

摘要

This work presents an object detection system based on Tiny YOLOv2 algorithm and ARC platform, and demonstrates on a Synopsys HAPS-80 FPGA.

原文	English
主出版物標題	2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781665419130
DOIs	https://doi.org/10.1109/AICAS51828.2021.9458495
出版狀態	Published - 6 6月 2021
事件	3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021 - Washington, 美國持續時間: 6 6月 2021 → 9 6月 2021

出版系列

名字	2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021

Conference

Conference	3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021
國家/地區	美國
城市	Washington
期間	6/06/21 → 9/06/21

存取文件

10.1109/AICAS51828.2021.9458495

其它文件與鏈接

Link to publication in Scopus

引用此

Lu, Y. C., Chen, C. W., Pu, C. C., Lin, Y. T., Jhan, J. K., Liang, S. P., Tseng, W. L., Chen, C. S., Yu, C. Y., Wang, H. W., Shuai, H. H., & Chiueh, H. (2021). Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology. 於 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021 文章 9458495 (2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AICAS51828.2021.9458495

Lu, Ying Cheng ; Chen, Ching Wen ; Pu, Ching Chun 等. / Live Demo : An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology. 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021).

@inproceedings{85fab6983dc54d61b3e6a755eb9f3d01,

title = "Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology",

abstract = "This work presents an object detection system based on Tiny YOLOv2 algorithm and ARC platform, and demonstrates on a Synopsys HAPS-80 FPGA.",

author = "Lu, {Ying Cheng} and Chen, {Ching Wen} and Pu, {Ching Chun} and Lin, {Yang Tung} and Jhan, {Jyun Kai} and Liang, {Shu Ping} and Tseng, {Wei Lun} and Chen, {Chi Shi} and Yu, {Chao Yang} and Wang, {Hsiu Wen} and Shuai, {Hong Han} and Herming Chiueh",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021 ; Conference date: 06-06-2021 Through 09-06-2021",

year = "2021",

month = jun,

day = "6",

doi = "10.1109/AICAS51828.2021.9458495",

language = "English",

series = "2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021",

address = "美國",

}

Lu, YC, Chen, CW, Pu, CC, Lin, YT, Jhan, JK, Liang, SP, Tseng, WL, Chen, CS, Yu, CY, Wang, HW, Shuai, HH & Chiueh, H 2021, Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology. 於 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021., 9458495, 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, Institute of Electrical and Electronics Engineers Inc., 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, Washington, 美國, 6/06/21. https://doi.org/10.1109/AICAS51828.2021.9458495

Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology. / Lu, Ying Cheng; Chen, Ching Wen; Pu, Ching Chun 等.
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. 9458495 (2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021).

研究成果: Conference contribution › 同行評審

TY - GEN

T1 - Live Demo

T2 - 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021

AU - Lu, Ying Cheng

AU - Chen, Ching Wen

AU - Pu, Ching Chun

AU - Lin, Yang Tung

AU - Jhan, Jyun Kai

AU - Liang, Shu Ping

AU - Tseng, Wei Lun

AU - Chen, Chi Shi

AU - Yu, Chao Yang

AU - Wang, Hsiu Wen

AU - Shuai, Hong Han

AU - Chiueh, Herming

PY - 2021/6/6

Y1 - 2021/6/6

N2 - This work presents an object detection system based on Tiny YOLOv2 algorithm and ARC platform, and demonstrates on a Synopsys HAPS-80 FPGA.

AB - This work presents an object detection system based on Tiny YOLOv2 algorithm and ARC platform, and demonstrates on a Synopsys HAPS-80 FPGA.

UR - http://www.scopus.com/inward/record.url?scp=85113306950&partnerID=8YFLogxK

U2 - 10.1109/AICAS51828.2021.9458495

DO - 10.1109/AICAS51828.2021.9458495

M3 - Conference contribution

AN - SCOPUS:85113306950

T3 - 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021

BT - 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 6 June 2021 through 9 June 2021

ER -

Lu YC, Chen CW, Pu CC, Lin YT, Jhan JK, Liang SP 等. Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology. 於 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021. Institute of Electrical and Electronics Engineers Inc. 2021. 9458495. (2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021). doi: 10.1109/AICAS51828.2021.9458495

Live Demo: An 176.3 GOPs Object Detection CNN Accelerator Emulated in a 28nm CMOS Technology

摘要

出版系列

Conference

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