SYSTEM AND COMPUTER-IMPLEMENTED METHOD FOR VALIDATION OF LABEL DATA

Patent №

US 11,625,833

Granted

2023-04-11

Filed 2022

Owner

UIPATH, INC.

Lab

AI components

5

ml · nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17814601

A system and a computer-implemented method for validating label data includes receiving the label data and segmenting it into one or more parts using a first machine learning model. Further, from the segmented label data a first plurality of attributes, including text and images, are extracted. The method further includes receiving ground truth data associated with the label data and extracting a second plurality of attributes from the ground truth data. The first and second plurality of attributes are then compared using a second machine learning model and the result of comparison are displayed on a three pane user interface. Further, the label data is validated based on the displayed results.

Machine learningNatural languageVisionKnowledge representationPlanningG06T 7/11G06V 10/774G06F 18/217G06F 40/295G06T 7/181G06V 10/25G06V 10/82G06T 2207/20081+2 more

AI classification

Vision1.00
Natural language1.00
Machine learning1.00
Planning0.99
Knowledge representation0.97
AI hardware0.49
Evolutionary computation0.00
Speech0.00

Ownership

UIPATH, INC.

assignment · 606050218

Assignors

IYER, KARTIK, BENYOVSZKY, MARK, GANESAN, ESHWAR

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

From the same owner

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