TRAILER ANGLE DETECTION USING END-TO-END LEARNING

Patent №

US 11,077,795

Granted

2021-08-03

Filed 2018

Owner

FORD GLOBAL TECHNOLOGIES LLC

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16199851

A trailer angle identification system comprises an imaging device configured to capture an image. An angle sensor is configured to measure a first angle of the trailer relative to a vehicle. A controller is configured to process the image in a neural network and estimate a second angle of the trailer relative to the vehicle based on the image. The controller is further configured to train the neural network based on a difference between the first angle and the second angle.

Machine learningVisionKnowledge representationPlanningAI hardwareB60R 1/003B62D 13/06B62D 15/021B62D 15/027B62D 15/0285G06T 3/4046G06T 7/73G06V 20/56+2 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.97
Planning0.56
Natural language0.23
Evolutionary computation0.01
Speech0.00

Ownership

FORD GLOBAL TECHNOLOGIES LLC

assignment · 475820146

Assignors

JALES COSTA, BRUNO SIELLY, NARIYAMBUT MURALI, VIDYA, NOOSHABADI, SAEID, NAGASAMY, VIJAY

On an employer assignment, the assignors are typically the inventors.

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