DeepGlobe Road Extraction -- Challenge

The Geoscience and Remote Sensing Society -- one of the well-known communities to learn and contribute to Geospatial Science has sponsored the DeepGlobe machine vision challenge in 2018, which includes the deep analysis of satellite images of Earth. As part of this, I picked up the problem of Road Extraction as roads have always been a crucial part in various aspects be it transportation, traffic management, city planning, road monitoring, GPS navigation, etc. The challenges of DeepGlobe are purely research-based and focus on the real problems. This is something we need to predict. The one caveat here is that we need to have an equal number of classes to consider this metric.