Machine Learning Windmill Inspection with Autonomous Drones

In this project we inspect power generation windmills with drones. We are responsible for the software that launches the drones, pulls the data off the drones, and then sends that to Microsoft Azure where we spin up huge GPU instances to process the images through a machine learning model that can identify blade defects. That all then gets automatically added to a graphical interface for the client to interface with that shows them the severity of the damage, which blade, etc. so they can schedule repairs.