This project implements an automated flood detection system using deep learning models such as UNet, Attention UNet, and DeepLab V3+. It segments satellite or drone images to accurately identify water bodies and flood-affected areas for effective disaster management by generating water masks..
python deep-learning tensorflow numpy keras pandas data-visualization feature-extraction iou unet-image-segmentation deeplab-v3-plus albumentations attentionunet
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Updated
Dec 12, 2025 - Jupyter Notebook