id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-6914	Liu, Zhongling; Luo, Yi; Liu, Chanyi	A modified YOLOv5 helmet detection algorithm based on Swin Transformer	2023	3	.pdf	application/pdf	2399	126	52	Abstract: For the current stage of helmet detection in complex environments with low accuracy, missed detection and not easy to manage wearing, this paper proposes a YOLOv5 face helmet detection algorithm based on Swin Transformer improvement from the overall semantics of the image. Experiments show that the improved YOLOv5 face helmet detection algorithm mAP based on Swin Transformer improves 5.7% compared to Faster RCNN, 6.1% compared to YOLOV3, 5.3% compared to YOLOV4, and 1.6% compared to the original algorithm.	cache/fcis-6914.pdf	txt/fcis-6914.txt