GitHub / itsharshi / FloodDetection-DeepLearning
This project leverages Sentinel-2 satellite imagery and a specialized U-Net deep learning model to detect changes in landscapes before and after flood events. Using the OMBRIA dataset, the model reliably identifies flooded areas to support disaster management and response efforts.
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PURL: pkg:github/itsharshi/FloodDetection-DeepLearning
Stars: 0
Forks: 0
Open issues: 0
License: bsd-3-clause
Language: Jupyter Notebook
Size: 13.5 MB
Dependencies parsed at: Pending
Created at: 6 months ago
Updated at: 6 months ago
Pushed at: 6 months ago
Last synced at: 6 months ago
Topics: computer-vision, deep-learning, flood-mapping, sentinel-2-data, unet