An FPGA-Based YOLOv5 Accelerator for Real-Time Industrial Vision Applications

The You Only Look Once (YOLO) object detection network has garnered widespread adoption in various industries, owing to its superior inference speed and robust detection capabilities. This model has proven invaluable in automating production processes such as material processing, machining, and qual...

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Bibliographic Details
Main Authors: Zhihong Yan, Bingqian Zhang, Dong Wang
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Micromachines
Subjects:
Online Access:https://www.mdpi.com/2072-666X/15/9/1164