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M. Akrom

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Open access Aug 2026

Comparison of U-Net and Attention U-Net for Binary Flood Segmentation from UAV Imagery

This study analyzes and compares two deep learning segmentation architectures, U-Net and Attention U-Net, for automatic flood area detection from UAV RGB images, establishing both as comparable practical baselines for future flood mapping research.

Fariida Aini, Muhammad Akrom, Gustina Alfa · 0 citations

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