Using machine learning to detect and predict changes of land use from aerial imagery
The ability to understand the evolution of land use (e.g. construction, change of land type) is crucial in fields such as urban planning, agriculture, natural resources management, and even autonomous flight. We will develop a Bayesian Recurrent Neural Network approach.
Bayesian Deep Learning
Recurrent Neural Networks