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Updated: Jan 13, 2026

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在Zynq-7000 FPGA上设计和实现YOLOv2加速器

Huimin Kim1, Tae-Kyoung Kim1

  • 1Department of Electronic Engineering, Gachon University, Seongnam 13120, Republic of Korea.

Sensors (Basel, Switzerland)
|October 29, 2025
PubMed
概括

这项研究优化了You Only Look Once (YOLOv2) 对象检测算法,用于低功耗的可编程门阵列 (FPGA). 高效的设计显著减少了Zynq-7000 SoC上的硬件资源使用,精度损失最小.

关键词:
你只看一次,只看一次.卷积神经网络是一种卷积神经网络.现场可编程的门阵列.硬件加速器是一个硬件加速器.对象检测检测对象检测对象检测

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