Browsing 2023 by Subject "CNN"

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Repercussion of Image Compression on Satellite Image Classification using Deep Learning Models

Hossain, Md. Junayed; Barkatullah, Mohammad; Monir, Md. Fahad; Ahmed, Tarem (Independent University, Bangladesh, 2023-08)

Satellite image classification using Deep Learning (DL) algorithms is crucial for various applications such as Environmental Monitoring, Remote Sensing, and Urban Planning. The high-resolution nature of satellite images ...
A Study into The Limitations of CNN Recognition on Isolated Bengali Compound Characters

Zia, Tasnim; Datta, Ankur; Noor, Mohammad Raghib; Amin, M Ashraful; Ali, Amin Ahsan; Rahman, A K M Mahbubur (Independent University, Bangladesh, 2023-07)

There are over 265 million Bangla native and non-native speakers, however, the advancements in Bangla Optical Character Recognition is falling behind when compared with other languages because of a broader set of complex ...