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
21 October 2020—7 February 2021
110 days
How to reach top 4 - Solution Code
published 17 Feb 2021, 14:39

Hello Zindians ,

as mentioned in this discussion we will not share our solution code , But instead of it we will share a Top 4 Solution Code for Learning and sharing Knowledge.

This Solution contains :

  • Some Feature Engineering : Including creation of Some Vegetation Indexes, Some Red Band Features
  • How to Use Perfectly with the Additional Data.
  • 5KFold Xgboost Model

Star The Repo if you enjoy It .

Link : Top_4_Solution_Code

@ASSAZZIN Nice approach. Thumbs up. But codes are incomplete, you fail to define 'get_GRNDVI_data' like you guys did for get_SAVI_data, get_EVI_data & get_NDVI_data respectively.

Yeah you're right , Solved :) , thanks

Okay. Cool..... Thanks for sharing.