Transfer Learning with Convolutional Neural Networks for Rainfall Detection in Single Images

Transfer Learning with Convolutional Neural Networks for Rainfall Detection in Single Images

Near real-time rainfall monitoring at local scale is essential for urban flood risk mitigation. Previous research on precipitation visual effects supports the idea of vision-based rain sensors, but tends to be device-specific. We aimed to use different available photographing devices to develop a de...

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Bibliographic Details
Main Authors: Nicla Maria Notarangelo, Kohin Hirano, Raffaele Albano, Aurelia Sole
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Water
Subjects:
rain detection
transfer learning
convolutional neural networks
single image classification
rainfall
cameras
Online Access:https://www.mdpi.com/2073-4441/13/5/588

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https://www.mdpi.com/2073-4441/13/5/588

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