id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-15813	Ren, Hanpeng; Dong, Lei; Jin, Yangang; Zheng, Yuefei; Zhu, Haojie; Zhao, Beiping; Feng, Yushuang	Study on the Lightweighting of YOLOv5s Model for Precise Detection of Irregular-shaped Components	2024	6	.pdf	application/pdf	3561	235	50	This modification results in a lighter network with reduced model parameters and size, thereby improving detection speed. In conclusion, the enhanced model (model C) surpasses the original YOLOv5 model in mAP, recall, and model size.	cache/fcis-15813.pdf	txt/fcis-15813.txt