US Patent Application 18144255. TRAINING DATA GENERATION DEVICE AND METHOD simplified abstract
Contents
TRAINING DATA GENERATION DEVICE AND METHOD
Organization Name
Inventor(s)
Kenji Kobayashi of Kawasaki (JP)
TRAINING DATA GENERATION DEVICE AND METHOD - A simplified explanation of the abstract
This abstract first appeared for US patent application 18144255 titled 'TRAINING DATA GENERATION DEVICE AND METHOD
Simplified Explanation
The patent application describes a device that generates training data for machine learning purposes.
- The device uses a processor to classify training data based on a feature value.
- It selects a subset of training data based on the comparison of the number of data classified in different groups.
- The selected subset is then converted into a new set of training data with a specific attribute.
Original Abstract Submitted
A training data generation device includes a processor that executes a procedure. The procedure includes classifying, based on a feature value, each of a first plural number of training data having a first attribute and each of a second plural number of training data having a second attribute; based on a comparison of a number of training data classified in a first group against a number of training data classified in a second group from among the first plurality of training data, selecting a third plurality of training data from training data classified in a third group and training data classified in a fourth group from among the second plurality of training data, the third group corresponding to the first group, the fourth group corresponding to the second group; and converting each of the third plurality of training data into a fourth plurality of training data having the first attribute.
