CGIAR Crop Yield Prediction Challenge
$3 000 USD
Can you predict maize yields on East African farms using satellite data?
648 data scientists enrolled, 195 on the leaderboard
AgriculturePredictionComputer VisionUnstructuredImageSatelliteSDG2
Kenya
21 October 2020—7 February 2021
110 days
Starter notebook for CNN based approach
published 8 Jan 2021, 18:27
edited less than a minute later

Anyone requiring a starter notebook using CNN please find it here: https://www.kaggle.com/saibhargav08/crop-yield-zindi-using-pytorch

Please upvote if like it :)

Note: The model is an underfit one but this can be a good start, for better results hyper-tune the parameters. I reached a LB score of 1.8 after hyper tuning.

Love this @saibhargav08 thanks for sharing knowledge