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US 2021/0280056 A1Published application
Driver behavior monitoring
AssigneeNetradyne, Inc.
InventorsDavid Jonathan JULIAN, Avneesh AGRAWAL
Life of this patent
Estimating the term…
Abstract
Systems and methods provide, implement, and use using a computer-vision based methods of context-sensitive monitoring and characterization of driver behavior. Additional systems and methods are provided for unsupervised learning of action values, monitoring of a driver's environment, and transmitting visual information from a client to a server.
Claims30
A method comprising:
- receiving, by at least one processor of a computing device, an image captured by a camera mounted on or in a vehicle;
- detecting, by the at least one processor, an object in an image from the camera using a neural network trained to output a bounding box surrounding the object in the image and a class identification data for the object;
- determining, by the at least one processor, whether the object applies to the vehicle;
- determining, by the at least one processor, an event based on movement of the vehicle in the presence of the object when the object applies to the vehicle;
- and
- determining, by the at least one processor, an extent to which a driver of the vehicle performs a particular action associated with the event.
3 more elements
A computer program product comprising a non-transitory computer-readable medium having instructions stored thereon, the instructions being executable by one or more processors configured to:
- receive an image captured by a camera mounted on or in a vehicle;
- detect an object in an image from the camera using a neural network trained to output a bounding box surrounding the object in the image and a class identification for the object;
- determine whether the object applies to the vehicle;
- determine an event based on movement of the vehicle in the presence of the object when the object applies to the vehicle;
- and
- determine an extent to which a driver of the vehicle performs a particular action associated with the event.
3 more elements
Dependencies are inferred from the claim text.