DenseHillNet: a lightweight CNN for accurate classification of natural images

The detection of natural images, such as glaciers and mountains, holds practical applications in transportation automation and outdoor activities. Convolutional neural networks (CNNs) have been widely employed for image recognition and classification tasks. While previous studies have focused on fru...

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Bibliographic Details
Published in:	PeerJ. Computer science Vol. 10; p. e1995
Main Authors:	Saqib, Sheikh Muhammad, Zubair Asghar, Muhammad, Iqbal, Muhammad, Al-Rasheed, Amal, Amir Khan, Muhammad, Ghadi, Yazeed, Mazhar, Tehseen
Format:	Journal Article
Language:	English
Published:	United States PeerJ. Ltd 22.04.2024 PeerJ Inc
Subjects:	Classification CNN Computational Science Data Mining and Machine Learning DenseHillNet Glaciers Medical imaging equipment Neural networks Taiwan CNN DenseHillNet Computer network & communication Classification AI DL Alrothim and analysis Computer aided design ML
ISSN:	2376-5992, 2376-5992
Online Access:	Get full text
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