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
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