SYSTEMS AND METHODS REGARDING IMAGE DISTIFICATION AND PREDICTION MODELS

Patent №

US 11,068,754

Granted

2021-07-20

Filed 2019

Owner

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16372824

Systems and methods are described for generating an image-based prediction model, where a computing device may obtain a set of 3D images from a 3D image data source. Each of the 3D images can have 3D point cloud data and a Distification technique can be applied to the 3D point cloud data of each 3D image to generate output feature vector(s). The output feature vector(s) may then be used to train and generate the image-based prediction model.

AI classification

Vision1.00
Machine learning1.00
Planning0.98
AI hardware0.96
Evolutionary computation0.52
Knowledge representation0.17
Speech0.01
Natural language0.00

Ownership

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

assignment · 487720352

Assignors

FLOWERS, ELIZABETH, DUA, PUNEIT, BALOTA, ERIC, PHILLIPS, SHANNA L.

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

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