System and method for integrating machine learning and crowd-sourced data annotation
US11126847B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | May 31, 2019 |
| Grant date | Sep 21, 2021 |
| Priority date | — |
| Expiry date | Jul 18, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V40/103
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A data annotation system for a machine-learning system includes a computing system configured to execute a machine-learning algorithm for generating data annotations of input data. The computing system is further configured to execute an interface for communicating results and predictions of the machine-learning algorithm to non-expert workers for review. The interface communicates with the non-expert worker using visualization and natural language to elicit feedback to improve performance of the machine-learning algorithm.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.