Hello, I am quite new to this so bear with me if I make mistakes or if my description is not specific enough.
I have been trying to work with the following tutorial notebook on some of my own data: https://github.com/sentinel-hub/eo-learn/blob/master/examples/tree-cover-keras/tree-cover-keras.ipynb.
I have succeeded to follow all the steps for the city of Utrecht in the Netherlands, the model runs and also does predictions. However, these predictions are not that great. I noticed in the tutorial that this is also the case however it is not mentioned how or why this is. I found a Medium article using the same tutorial and again the predictions are clearly quite off: https://medium.com/dataseries/tree-cover-prediction-with-deep-learning-afeb0b663966. Again, this is not mentioned as a problem at all and possible suggestions for improvement are not provided.
Is this the best there is to expect from this or are there things I could do to improve it? I understand that it is not going to be completely right but I expected a bit more. I am trying to understand more of eo-learn for my own project and I’m struggling to find out what I can do to improve or alter these scripts.