FloodNet
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Official implementation of https://arxiv.org/abs/2105.08655 paper
Semi-Supervised Classification and Segmentation on High Resolution Aerial Images
Sahil Khose, Abhiraj Tiwari, Ankita Ghosh
Official implementation of https://arxiv.org/abs/2105.08655 paper.
This paper was submitted in Earthvision 2021 workshop (CVPR 2021) under Floodnet[1] task.
:partying_face: Update: This paper was accepted at the Tackling Climate Change with ML workshop at NeurIPS 2021.
Checkout our model predictions!
- It is available here on Streamlit Sharing.
Scripts
| Notebook | Task |
|---|---|
| FloodNet_T1.ipynb | Classification |
| FloodNet_T2.ipynb | Segmentation |
| Inference_Seg.ipynb | Segmentation inference for demo |
References
[1] FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding