Image recognition system for rental vehicle damage detection and management
AssigneePanton, Inc.
InventorSaishi Frank LI
Life of this patent
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AssigneePanton, Inc.
InventorSaishi Frank LI
Estimating the term…
Techniques are disclosed for rental vehicle damage detection and automatic rental vehicle management. In one embodiment, a rental vehicle management application receives video and/or images of a rental vehicle's exterior and dashboard and processes the video and/or images to determine damage to the vehicle as well as the vehicle's mileage and fuel level. A machine learning model may be trained using image sets, extracted from larger images of vehicles, that depict distinct types of damage to vehicles, as well as image sets depicting undamaged vehicles, and the management application may apply such a machine learning model to identify and classify vehicle damage. The management application further determines sizes of vehicle damage by converting the damage sizes in pixels to real-world units, and the management application then generates a report and receipt indicating the damage to the vehicle if any, mileage, fuel level, and associated costs.
A computer-implemented method of detecting vehicle damage, comprising:
A non-transitory computer-readable storage medium storing instructions that, when executed by a processor, cause a computer system to perform operations for detecting vehicle damage, the operations comprising:
A system, comprising:
Dependencies are inferred from the claim text.