Remote Sensing Scene Classification using ConvNeXt-Tiny Model with Attention Mechanism and Label Smoothing

Remote Sensing Scene Classification using ConvNeXt-Tiny Model with Attention Mechanism and Label Smoothing

Remote Sensing Scene Classification (RSSC) is the discrete categorization of remote sensing images into various classes of scene categories based on their image content. RSSC plays an important role in many fields, such as agriculture, land mapping, and identification of disaster-prone areas. Theref...

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Bibliographic Details
Main Authors: Rachmawan Atmaji Perdana, Aniati Murni Arimurthy, Risnandar
Format: Article
Language:English
Published: Ikatan Ahli Informatika Indonesia 2024-06-01
Series:Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Subjects:
attention mechanism
deep learning
cnn
convnext-tiny
label smooth regularization
Online Access:https://jurnal.iaii.or.id/index.php/RESTI/article/view/5731

Internet

https://jurnal.iaii.or.id/index.php/RESTI/article/view/5731

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