id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-30952	Han, Shuyang	Quality Control in Umbrella Manufacturing Based on Object Detection: Current Applications and Challenges	2025	3	.pdf	application/pdf	1962	112	21	Abstract: With the increasing complexity of umbrella manufacturing processes, traditional quality inspection methods are facing significant challenges in terms of accuracy and efficiency. This paper systematically reviews the current applications and future trends of object detection technologies in addressing quality control challenges in umbrella manufacturing, such as the heterogeneous integration of multiple components and dynamic deformation of flexible materials.	cache/fcis-30952.pdf	txt/fcis-30952.txt