id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-5088	Shruti Handa	Optimizing Solid Waste Classification with Deep Learning: A Study on the Effectiveness of Pretrained Models	2025	15	.pdf	application/pdf	5453	304	36	Convolutional neural networks (CNNs), a specialized class of deep learning models, excel in processing image data, making them ideal for tasks like waste classification (Chen et al., 2021). However, prior research in waste classification has encountered notable challenges, such as the lack of real-world waste datasets, and inadequate model generalization across diverse waste categories.	cache/cana-5088.pdf	txt/cana-5088.txt