Labeling Autonomous Vehicle Data

Patent №

US 11,630,458

Granted

2023-04-18

Filed 2021

Owner

AURORA INNOVATION, INC.

+2 more

Lab

AI components

6

ml · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17553209

Sensor data collected from an autonomous vehicle data can be labeled using sensor data collected from an additional vehicle. The additional vehicle can include a non-autonomous vehicle mounted with a removable hardware pod. In many implementations, removable hardware pods can be vehicle agnostic. In many implementations, generated labels can be utilized to train a machine learning model which can generate one or more control signals for the autonomous vehicle.

Machine learningVisionSpeechKnowledge representationPlanningAI hardwareG05D 1/0088H04L 67/12G05D 1/0231G05D 1/0257G05D 1/027G05D 1/0278G06N 3/04G06N 3/0464+6 more

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Planning0.99
Vision0.97
Speech0.97
Natural language0.06
Evolutionary computation0.02

Ownership

AURORA INNOVATION, INC.

assignment · 589350878

AURORA INNOVATION OPCO, INC.

merger · 589350911

AURORA OPERATIONS, INC.

namechg · 590530730

Assignors

VALOIS, JEAN-SEBASTIEN, EADE, ETHAN

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

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