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Hackathon Climate Informatics Conference 2020

If you use our code, consider citing our paper:

@misc{harder2020,
  url = {https://arxiv.org/abs/2011.07017},
  author = {Harder, Paula and Jones, William and Lguensat, Redouane and Bouabid, Shahine and Fulton, James and Quesada-Chacón, Dánell and Marcolongo, Aris and Stefanović, Sofija and Rao, Yuhan and Manshausen, Peter and Watson-Parris, Duncan},
  title = {NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations},
  publisher = {arXiv},
  year = {2020}
}

This Repository contains code of participants of the Hackathon at the Climate Informatics Conference 2020 (https://ci2020.web.ox.ac.uk) and also may contain work on the same problem developed after the competition.

Now there is a public version of the hackathon avaiable: https://competitions.codalab.org/competitions/26644#participate

The Challenge

The task was to generate nighttime imagery from infrared observations.

<p align="center"> <img src="images/challenge_goal.PNG" /> </p>

The Results

The three most succesful solutions can be found in /solutions. The scoring was due to the structural similaroty index (SSIM).

<p align="center"> <img src="images/results_hackathon_ci.PNG" /> </p> <p align="center"> <img src="images/comparison_night.PNG" /> </p>