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Fine-Tuning Method for Deep Learning: Authentication in Flood Detection - Couverture souple

Tripathi, Richa; Padalia, Diwakar

 
9786207477463: Fine-Tuning Method for Deep Learning: Authentication in Flood Detection
Couverture souple
ISBN 10 : 6207477464 ISBN 13 : 9786207477463
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

This book aims to flood detection to recognize flooding-related photographs from web-based media. These photographs, related with their geological areas, can give free, ideal, and dependable visual data about flood occasions to the judgment producer. This screening framework, intended for utilization to web-based media pictures, incorporates a few key modules: tweet/picture computerize, flooding photograph discovery, and Web GIS utilization for human check. In this investigation, a preparation dataset of 4800 flooding photographs was built dependent on an fine-tuning mechanism utilizing deep leaning (DL) created and prepared to recognize flooding photographs. The framework was planned such that the DL can be re-prepared by a bigger preparing dataset when extra expert confirmed flooding photographs are being added to the preparation set in an insistent way.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
6207477464
ISBN 13 
9786207477463
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
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