APPARATUS AND METHOD OF SYNTHETIC DATA GENERATION USING ENVIRONMENTAL MODELS
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United States of America Patent
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Issued Date -
Mar 21, 2024
app pub date -
Dec 19, 2022
filing date -
Sep 20, 2022
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Abstract
Disclosed are a method and an apparatus of synthetic data generation for training an artificial intelligence model. The method includes: reading a target environmental model simulating a target environment to generate synthetic data among a plurality of environmental models simulating a plurality of actual environments, respectively; extracting an environmental feature which influences generation of data in the target environment; configuring a synthetic data generation function of a synthetic data generation simulator for the target environmental model so that the synthetic data reflects the environmental feature; and generating the synthetic data by using the synthetic data generation simulator for the target environmental model, and has an effect of being capable of generating high-quality learning synthetic data which may be used for training an artificial intelligence model.
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