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
Strange feeling when training models
published 8 Nov 2020, 00:05

Hi!

It looks like the models are not training, and I tried several approaches. Could other people share their experience?

My idea is that it might happen if labels do not correspond to the Field_IDs. It might happen if quality of the fields is not 3 = Good, but reversed. I am quite puzzled with the data. If I am not alone, is it possible for organizers to check the data, please?

What do you think?

seems, there was a problem with the code, it is better now.

nice score. Good work!