Thank you for your article 😃
If I may put my two cents in, I would like to mention post about Mapping Challenge winning solution published here: https://towardsdatascience.com/mapping-challenge-winning-solution-1aa1a13161b3
It is solution to the instance segmentation problem on satellite imagery.
We put complete set of information in this blog post: what we did, how it worked, along with the information how to reproduce our results.
Source: Deep Learning on Medium