Power line inspection for wildfire risk. Semantic segmentation and GIS data of transmission lines were combined on a on a 118 mega pixel RGB + near infrared image. The filters are smart enough to check for tree regrowth on a clear cut track while avoiding fully wooded tracks where the line is likely passing at a safe height. The site shown is in the Oroville State Recreation area south of the 2018 Camp Fire that killed 85 people and caused $16.5 billion in damage. Tree regrowth highlighted in red.
Land cover classification over a 43 square km. Semantic segmentation on a 43 mega pixel RGB + near infrared image.
Land cover classification over a 52 square km. Semantic segmentation on a 52 mega pixel RGB + near infrared image.
Airport: Detecting trucks and vehicles close to aircraft.
Parking lot: Densely occupied by cars, trucks, shipping containers etc.
Town center: Building and car detection.
CT Scans: Deep learning on 3D images.