TRAINING DATA SYNTHESIS FOR MACHINE LEARNING
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United States of America Patent
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Issued Date -
Oct 24, 2024
app pub date -
Sep 14, 2022
filing date -
Sep 14, 2022
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Abstract
A method can include generating a plurality of synthetic objects and associated labels using a trained first machine learning system that is trained to generate a synthetic object based at least in part on a feature of a labeled object, an assigned label that represents the feature, and stochastic variation input; training a second machine learning model to predict labels for features of objects based at least in part on the plurality of synthetic objects and associated labels; and predicting a label for an unlabeled feature of an object using the second machine learning model.
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