Name: Semantic Segmentation using Deep Learning
Price: 48.94 EUR
Availability: InStock
Author: Vijarania, Meenu ; Gupta, Swati
ISBN: 9786207466214

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portada Semantic Segmentation using Deep Learning

Semantic Segmentation using Deep Learning

Type

Physical Book

Author

Meenu Vijarania

Swati Gupta

Publisher

LAP Lambert Academic Publishing

Language

English

Pages

Format

Paperback

Dimensions

22.9 x 15.2 x 0.4 cm

Weight

0.10 kg.

ISBN13

9786207466214

Synopsis "Semantic Segmentation using Deep Learning"

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.

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Semantic Segmentation using Deep Learning - Vijarania, Meenu ; Gupta, Swati

Synopsis "Semantic Segmentation using Deep Learning"

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