Abstract: A system for vehicle appraisal that uses a dynamic interface with vehicle capture modules to capture image and audio data of a vehicle and processes the image and audio data to automatically compute vehicle metrics. The system uses the vehicle metrics to generate costs data and market value estimates for the vehicle. The system can integrate with other systems using an application programming interface to exchange data and reports.

Abstract: Improved and alternative processes for object segmentation segment from captured images are presented. According to an aspect there is provided, systems and methods for classifying segments of an object. The systems and methods include processing captured images using a plurality of cages to identify a cage for image alignment, the cage defining segments of the object, aligning the captured images onto the cage to identify segments of the object in the captured images, and detecting one or more defects in the segments of the object in the captured images.