Motorcycle detection based on deep learning implemented on FPGA

Motorcycle detection based on deep learning implemented on FPGA

This paper proposes a hardware accelerator design for motorcycle detection based on deep learning. We designed the training parameters by K-means algorithm and created the motorcycle dataset from Thailand's urban scene. Due to the rapid evolution of deep learning and the need for high-perform...

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Bibliographic Details
Main Authors: Feng Peng, Kittikhun Thongpull, Masami Ikura, Nattha Jindapetch
Format: Article
Language:English
Published: Prince of Songkla University 2021-12-01
Series:Songklanakarin Journal of Science and Technology (SJST)
Subjects:
motorcycle detection
deep learning
yolov2
fpga
high-level synthesis
Online Access:https://rdo.psu.ac.th/sjst/journal/43-6/40.pdf

Internet

https://rdo.psu.ac.th/sjst/journal/43-6/40.pdf

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