I have write a simple notebook to with score of 99 +. you can try different model, fine tuning,and voting of classifier to improve score https://www.kaggle.com/code/muhammadqasimshabbir/amini-canopy-or-crop-challenge/ If you find it helpful.Please upvote as well. if you any question commment on this notebook in kaggle