Show HN: DeepWater – A ConvNet which identifies water in satellite images

Hi, author of the project here. This is not meant to be seen as a state of the art system but more like a very basic example of a machine learning technique applied to geospatial data which might help other people to get started in this field. I am both new to machine learning and geospatial data, so feedback of any kind is more than welcome!