Advanced Object Detection in Low-Light Conditions: Enhancements to YOLOv7 Framework

Advanced Object Detection in Low-Light Conditions: Enhancements to YOLOv7 Framework

Object detection in low-light conditions is increasingly relevant across various applications, presenting a challenge for improving accuracy. This study employs the popular YOLOv7 framework and examines low-light image characteristics, implementing performance enhancement strategies tailored to thes...

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Bibliographic Details
Main Authors: Dewei Zhao, Faming Shao, Sheng Zhang, Li Yang, Heng Zhang, Shaodong Liu, Qiang Liu
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Remote Sensing
Subjects:
object detection
ExDark dataset
YOLOv7
low-light conditions
Online Access:https://www.mdpi.com/2072-4292/16/23/4493
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