Systems and Methods for Automated Trade-In With Limited Human Interaction

Patent №

US 11,514,483

Granted

2022-11-29

Filed 2020

Owner

CAPITAL ONE SERVICES, LLC

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16934295

Aspects described herein may facilitate an automated trade-in of a vehicle with limited human interaction. A server may receive a request to begin a value determination of a vehicle associated with the user. The server may receive first data comprising: vehicle-specific identifying information, and multimedia content showing a first aspect of the vehicle. The user may be directed to place the vehicle within a predetermined staging area. The server may receive, from one or more image sensors associated with the staging area, second data comprising multimedia content showing a second aspect of the vehicle. The server may create a feature vector comprising the first data and the second data. The feature vector may be inputted into a machine learning algorithm corresponding to the vehicle-specific identifying information of the vehicle. Based on the machine learning algorithm, the server may determine a value of the vehicle.

Machine learningVisionKnowledge representationPlanningAI hardwareG06Q 30/0278G06F 18/24G06N 20/00G06Q 30/0206G06T 7/001G06T 7/70G06T 7/97G06V 10/40+7 more

AI classification

Vision1.00
AI hardware1.00
Knowledge representation0.90
Planning0.88
Machine learning0.82
Natural language0.06
Evolutionary computation0.01
Speech0.00

Ownership

CAPITAL ONE SERVICES, LLC

assignment · 533530285

Assignors

PRICE, MICAH, GHAMSARI, AVID, DAGLEY, GEOFFREY, TANG, QIAOCHU, HOOVER, JASON

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

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