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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yamraj Khadka

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Open access Jul 2026

Land Cover Segmentation from Satellite Imagery Using U-Net with Custom Loss and Morphological Postprocessing

This project designs and implements a semantic segmentation pipeline using a modified U-Net architecture from scratch for pixel-level classification of satellite images and demonstrates a full end-to-end pipeline from model design to web deployment and sets a foundation for scalable geospatial AI applications tailored...

Yamraj Khadka, Rajat Pradhan · 0 citations

Journal of Engineering Issues and Solutions Land Cover Segmentation from Satellite Imagery Using U-Net with Custom Loss and Morphological Postprocessing

This project designs and implements a semantic segmentation pipeline using a modified U-Net architecture from scratch for pixel-level classification of satellite images and demonstrates a full end-to-end pipeline from model design to web deployment and sets a foundation for scalable geospatial AI applications tailored...

Yamraj Khadka, Rajat Pradhan · 0 citations

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