CGIAR Crop Yield Prediction Challenge
$3,000 USD
Can you predict maize yields on East African farms using satellite data?
281 data scientists enrolled, 63 on the leaderboard
AgriculturePredictionComputer VisionUnstructuredImageSatelliteSDG2
Kenya
21 October—7 February 2021
Ends in 2 months
Starter Notebook
published 21 Oct 2020, 08:20

Since the data format can be a little scary, I've made a starter notebook showing how to load, view and process the inputs as well as a simple modelling and submission example. Happy to answer any questions in this thread :)

https://colab.research.google.com/drive/1zC7gAKA5m6L3aiNLCdZcBlO1IO0ElUNJ?usp=sharing

thank you whitaker you are doing well!!!!

In the Quality Label, is it:

1 - Good

2. Medium

3 - Poor

or

1 - Poor

2 - Medium

3 - Good

Thank you for the starter notebook John. Is it safe to assume the test and train sets are from the same distribution?

Hi John thanks for the Notebook its useful. About the Natural Color plot, should not it be index 1+2+3 and not 2+3+4 ?