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

Tripathi, Richa; Padalia, Diwakar

Softcover

ISBN 10: 6207477464 ISBN 13: 9786207477463

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

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.

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Richa Tripathi concluiu o seu mestrado em Engenharia Informática. As suas áreas de interesse são a análise, SQL e Python.Diwakar Padalia obteve o seu doutoramento em 2011. Atualmente, realiza investigação e lecciona na Universidade K.R. Mangalam, na Índia. O seu trabalho centra-se no domínio dos nanomateriais dieléctricos e do nanomagnetismo.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 6207477464
• ISBN 13: 9786207477463
• Einband: Taschenbuch
• Anzahl der Seiten: 76
• Kontakt zum Hersteller: Fastbook Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland