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Semantic Segmentation using Deep Learning

Semantic Segmentation using Deep Learning

von Meenu Vijarania und Swati Gupta
Softcover - 9786207466214
43,90 €
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Beschreibung

This research addresses multifaceted environmental challenges linked to urbanization by introducing a transferable UNET model designed for precise greenery detection in high-resolution satellite imagery. The dataset, consisting of 72 images captured over Dubai by MBRSC satellites and annotated by the Roia Foundation, serves as the foundation of our study. While rooted in Dubai, the model's adaptability extends beyond regional confines, offering a versatile solution to a spectrum of global urban environmental challenges. In addition to accurate greenery detection, the UNET model provides a holistic approach to urban land cover classification.

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 19. Februar 2024
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 107 Gramm
Format Softcover
ISBN-13 9786207466214
Seiten 60