18498738. DATA GENERATION FOR ARTIFICIAL INTELLIGENCE MODEL TRAINING (Capital One Services, LLC)
DATA GENERATION FOR ARTIFICIAL INTELLIGENCE MODEL TRAINING
Organization Name
Inventor(s)
Trijeet Sethi of McKinney TX US
Muralikumar Venkatasubramaniam of Plano TX US
DATA GENERATION FOR ARTIFICIAL INTELLIGENCE MODEL TRAINING
This abstract first appeared for US patent application 18498738 titled 'DATA GENERATION FOR ARTIFICIAL INTELLIGENCE MODEL TRAINING
Original Abstract Submitted
In some implementations, a device may receive input data for machine learning model training. The device may generate, based on the input data, artificial data using one or more machine learning models operating on one or more servers, wherein the one or more machine learning models includes a generative artificial intelligence model configured to generate the artificial data such that the artificial data shares a set of common characteristics with the input data. The device may train, using the artificial data and metadata associated with the artificial data, a particular machine learning model. The device may transmit an output associated with the particular machine learning model.
