CGIAR Crop Yield Prediction Challenge
$3,000 USD
Can you predict maize yields on East African farms using satellite data?
620 data scientists enrolled, 195 on the leaderboard
AgriculturePredictionComputer VisionUnstructuredImageSatelliteSDG2
Kenya
21 October 2020—7 February 2021
110 days
A CNN LSTM model which scores 1.79 on LB
published 8 Feb 2021, 06:07

https://github.com/anindabitm/zindi_yield_prediction/blob/main/yield_nb.ipynb

Similar code using pytorch and fastai https://github.com/anindabitm/zindi_yield_prediction/blob/main/Pytorch_yield_nb.ipynb

I get 1.71 using LSTM model