Patent №
US 11,640,560
Granted
2023-05-02
Filed 2021
Owner
—
Lab
—
AI components
5
ml · nlp · vision · kr · hardware
Assignment
None on record
Dataset
AIPD
2023_r1 edition
Application
17227175
A system for updating training data includes an interface and a processor. The interface is configured to receive a set of vehicle data. The set of vehicle data includes images and assigned labels associated with the images. The processor is configured to determine a set of training data and a set of test data from the set of vehicle data; train a model with the set of training data; determine a set of predicted labels for the set of vehicle data using the model; identify a set of potential mislabeled data using the set of predicted labels and the assigned labels; and determine an updated set of training data by relabeling the set of potential mislabeled data and replacing the set of potential mislabeled data with a relabeled set of data.