Competition

The 2020 Climate Informatics Hackathon - Public Challenge

Organized by redouanelg - Current server time: Jan. 18, 2021, 8:20 a.m. UTC

Previous

Validation
Sept. 30, 2020, 2 a.m. UTC

Current

Test
Sept. 30, 2020, 10:30 a.m. UTC

End

Competition Ends
Never

Welcome to the 2020 Climate Informatics Data Challenge !

Important: Read the terms and conditions before agreeing to participate.

This year’s data challenge will focus on the prediction of visible imagery at night using thermal infra-red (IR) observations. The overall ambition is to generate predicted visible imagery with sufficient quality such that existing data products that rely on daytime data can be extended to 24 hours.

Go to the tab "Starting kit" to download the data needed for this competition.

Please use the forum if you have any questions

Good luck to everyone!

> Recording of the introduction: https://zoom.us/rec/share/acNtcnJqdwHHjYs1dYfPp4X18bfsZMLLl1_Mx8yjK0dNj6Mey95SWFmGCqja9lx9.ccxYnjvxU2UUKZcu Passcode: s.Qfx1?Y  

> Slides: https://docs.google.com/presentation/d/1Cbh5fFsd4yUcFs7DBeemqyOd7k4Ph4n6BgYjW_PMg-Y/edit?usp=sharing

> Data source: https://registry.opendata.aws/noaa-goes/, we also used Satpy for processing https://doi.org/10.5281/zenodo.596324

 

Evaluation criteria

Every submission will be ranked according to its mean SSIM index on the test set according to the competition phase. During the development phase, your will see your score on half of the test set. At the second phase, you'll have one only one submission to do and the score on the second half of the test set will be kept hidden until the Hackathon wrap up on Friday.

Terms

  • Our hackathon is dedicated to learning and collaborating together. We want everyone to have an enjoyable and fulfilling experience.  We are committed to providing a safe and comfortable environment and harassment-free experience for everyone.
  • We expect everyone here to behave accordingly. This means : not harassing others, respecting others’ opinions, respecting other’s abilities. We will not tolerate harassment of hackathon participants in any form, this includes offenses related to gender, gender identity, age, sexual orientation, disability, physical appearance, ethnicity, religion, political view, level of experience.
  • Participants violating these rules may be asked to leave the hackathon. Do not hesitate to get in touch with us in case you need help for resolving any issue
  • External data for training are not allowed.

By participating you agree:

  1. You agree to us storing your submission results for evaluation purposes.
  2. You agree that upon request from the organizer, you must share your code to allow for reproducibility and checking your result.
  3. You agree not to distribute the datasets and/or any of the materials without prior written permission.
Download Size (mb) Phase
Public Data 9.925 #1 Validation
Public Data 10.526 #2 Test

Validation

Start: Sept. 30, 2020, 2 a.m.

Description: Development phase: Submit your prediction on the validation set.

Test

Start: Sept. 30, 2020, 10:30 a.m.

Description: Test phase: Submit your prediction on the test set.

Competition Ends

Never

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# Username Score
1 dfulu 0.86
2 Shahine 0.77
3 arisml 0.52