Nathan L Davis

US Patent:

20190378347, Dec 12, 2019

Filed:

Jun 11, 2019

Appl. No.:

16/437315

Inventors:

- Waltham MA, US
Nathan D. Davis - Richardson TX, US
Jeremy J. Gerhart - Dallas TX, US

International Classification:

G07B 15/06
G06N 3/08
G06Q 20/10
G06K 9/32
G08G 1/015
G08G 1/017

Abstract:

Generally discussed herein are systems, devices, and methods for improved automatic toll generation. A system can include one or more cameras positioned to capture images of vehicles passing through a toll station, vehicle detection and classification circuitry to receive an image of a vehicle from the one or more cameras and execute a first machine learning (ML) model to classify the vehicle, axle count circuitry to, in response to receiving data from the vehicle detection and classification circuitry that a vehicle was detected, execute a second ML model to classify a number of axles of the vehicle for determining a toll charge, and toll circuitry to issue the toll charge based on the classified number of axles.