FPGA-Based Hardware Accelerator Design and Implementation of Oil Palm Detection

FPGA-Based Hardware Accelerator Design and Implementation of Oil Palm Detection

Aiming at the problems of low accuracy and low detection efficiency of high-resolution oil palm detection in deep learning, an effective and reliable solution is proposed from two aspects of algorithm optimization and heterogeneous hardware platform acceleration. Taking YOLOv3 object detection algor...

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Bibliographic Details
Main Author: YUAN Ming, CHAI Zhilei, GAN Lin
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-02-01
Series:Jisuanji kexue yu tansuo
Subjects:
field-programmable gate array (fpga)
improved yolov3
oil palm
hardware accelerator
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2546.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2546.shtml

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