Originally published at: Using Deep Learning to Help Solve the SpaceNet Road Detection Challenge | NVIDIA Technical Blog
In the third SpaceNet challenge, competitors were tasked with finding automated methods for extracting map-ready road networks from high-resolution satellite imagery. This move towards automated extraction of road networks will help bring innovation to computer vision methodologies applied to high-resolution satellite imagery and ultimately help create better maps where they are needed most such as…