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.