FPGA Implementation of a Deep Learning Acceleration Core Architecture for Image Target Detection

FPGA Implementation of a Deep Learning Acceleration Core Architecture for Image Target Detection

Due to the flexibility and ease of deployment of Field Programmable Gate Arrays (FPGA), more and more studies have been conducted on developing and optimizing target detection algorithms based on Convolutional Neural Networks (CNN) models using FPGAs. Still, these studies focus on improving the perf...

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Bibliographic Details
Main Authors: Xu Yang, Chen Zhuang, Wenquan Feng, Zhe Yang, Qiang Wang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
target detection
TinyYolo
FPGA
acceleration core
parallel acceleration
pipeline
Online Access:https://www.mdpi.com/2076-3417/13/7/4144

Internet

https://www.mdpi.com/2076-3417/13/7/4144

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