Invention Grant
- Patent Title: Systems and methods regarding image distification and prediction models
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Application No.: US15596155Application Date: 2017-05-16
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Publication No.: US10289938B1Publication Date: 2019-05-14
- Inventor: Elizabeth Flowers , Puneit Dua , Eric Balota , Shanna L. Phillips
- Applicant: State Farm Mutual Automobile Insurance Company
- Applicant Address: US IL Bloomington
- Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee Address: US IL Bloomington
- Agency: Marshall, Gerstein & Borun LLP
- Agent Randall G. Rueth
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62

Abstract:
Systems and methods are described for generating an image-based prediction model, where a computing device may obtain a set 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.
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