Satellite Image Analysis for Poverty Prediction: Leveraging Machine Learning Techniques - Couverture souple

Swapna, T.

 
9786206736936: Satellite Image Analysis for Poverty Prediction: Leveraging Machine Learning Techniques
Couverture souple
ISBN 10 : 6206736938 ISBN 13 : 9786206736936
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

High-resolution satellite imagery is increasingly available globally and contains abundant information about landscape features that could be correlated with economic activity. Unfortunately, such data are highly unstructured and thus challenging to extract meaningful insights from at scale, even with intensive manual analysis. Recent applications of deep learning techniques to large-scale image data sets have led to marked improvements in fundamental computer vision tasks such as object detection and classification, but these techniques are generally the most effective in supervised learning.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206736938
ISBN 13 
9786206736936
Reliure
Broché
Nombre de pages
52
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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