PBA-YOLOv7: An Object Detection Method Based on an Improved YOLOv7 Network

Deep learning-based object detection methods address the problem of how to trade off the object detection accuracy and detection speed of the model. This paper proposes the PBA-YOLOv7 network algorithm, which is based on the YOLOv7 network, and first introduces the PConv, which lightens the ELAN mod...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yang Sun, Yi Li, Song Li, Zehao Duan, Haonan Ning, Yuhang Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	YOLOV7 network model PConv convolution BiFusionNet coordinate attention
Online Access:	https://www.mdpi.com/2076-3417/13/18/10436