Semi-Supervised Classification and Segmentation on High Resolution Aerial Images

December 16, 2021 ยท View on GitHub

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

NotebookTask
FloodNet_T1.ipynbClassification
FloodNet_T2.ipynbSegmentation
Inference_Seg.ipynbSegmentation inference for demo

References

[1] FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding