/FloodNet

Official implementation of https://arxiv.org/abs/2105.08655 paper

Primary LanguageJupyter NotebookMIT LicenseMIT

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.

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