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

 
9786206736936: Satellite Image Analysis for Poverty Prediction: Leveraging Machine Learning Techniques

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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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Swapna, T.
Published by LAP LAMBERT Academic Publishing, 2023
ISBN 10: 6206736938 ISBN 13: 9786206736936
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Swapna, T.
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Published by LAP LAMBERT Academic Publishing, 2023
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T. Swapna
ISBN 10: 6206736938 ISBN 13: 9786206736936
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 52 pp. Englisch. Seller Inventory # 9786206736936

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Swapna, T.
Published by LAP Lambert Academic Publishing, 2023
ISBN 10: 6206736938 ISBN 13: 9786206736936
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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. Seller Inventory # 987550778

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ISBN 10: 6206736938 ISBN 13: 9786206736936
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Taschenbuch. Condition: Neu. Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 52 pp. Englisch. Seller Inventory # 9786206736936

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Published by LAP LAMBERT Academic Publishing, 2023
ISBN 10: 6206736938 ISBN 13: 9786206736936
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Seller Inventory # 9786206736936

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