PE-YOLO: Pyramid Enhancement Network for Dark Object Detection

• Published in: arXiv.org
• Main Authors: Yin, Xiangchen, Yu, Zhenda, Zetao Fei, Lv, Wenjun, Gao, Xin
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 20.07.2023
• Subjects: Datasets; Image enhancement; Object recognition; Semantics; Telematics; Training

Current object detection models have achieved good results on many benchmark datasets, detecting objects in dark conditions remains a large challenge. To address this issue, we propose a pyramid enhanced network (PENet) and joint it with YOLOv3 to build a dark object detection framework named PE-YOL...