PRE-PROCESSING RAW DATA IN USER NETWORKS TO CREATE TRAINING DATA FOR SERVICE PROVIDER NETWORKS

Patent №

US 11,620,473

Granted

2023-04-04

Filed 2020

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17111229

Techniques for a service provider network to provide users with software components that pre-process raw data stored in user computing networks to generate training data that is usable by artificial-intelligence (AI) services. The AI services may utilize models to provide various functionality to users, and the users may desire to train the models with data sets that are specific to their data sets. The service provider network can develop software components that are configured to process raw data into training data for various AI services. The software components can be provided to the user computing networks and executed locally, rather than the raw data having to being moved from the user computing network and to the service provider network. The training data can then be sent to the service provider network and used by the AI services to train ML models for use by the user.

AI classification

Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.99
Speech0.60
Natural language0.17
Evolutionary computation0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 545380670

Assignors

ZHANG, JIANGTAO

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

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