Resource- and Power-Efficient High-Performance Object Detection Inference Acceleration Using FPGA

Resource- and Power-Efficient High-Performance Object Detection Inference Acceleration Using FPGA

The success of deep convolutional neural networks in solving age-old computer vision challenges, particularly object detection, came with high requirements in terms of computation capability, energy consumption, and a lack of real-time processing capability. However, FPGA-based inference acceleratio...

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Bibliographic Details
Main Authors: Solomon Negussie Tesema, El-Bay Bourennane
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Electronics
Subjects:
hardware acceleration
object detection
FPGA
deep learning
YOLOv2
CNN
Online Access:https://www.mdpi.com/2079-9292/11/12/1827

Internet

https://www.mdpi.com/2079-9292/11/12/1827

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