Semi-Supervised Classification and Segmentation on High Resolution Aerial Images

Sahil Khose, Abhiraj Tiwari, Ankita Ghosh

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Official implementation of https://arxiv.org/abs/2105.08655 paper.
This paper was submitted in Earthvision 2021 workshop (CVPR 2021) under Floodnet^[1] task.

🥳 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