Posts tagged as geographical information systems

Machine learning for road width capture from aerial photography

In this proof of concept, the use of feature extraction through machine learning using convolutional neural networks to classify aerial photography pixels as either road or non-road, and produce a basis for a polygon feature representing the road surface (and therefore road width) is demonstrated. Aurecon received a brief from a client to build a […]