Patent ID: 11928142
Assignee: SONY GROUP CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. An information processing method for generating a trained model for classifying input data in a certain category, implemented by a computer, the information processing method comprising:
receiving from a user pre-training data that is data belonging to a specific domain and used for pre-training in machine learning, and a search condition to search similar pre-training data that is data similar to the pre-training data, the specific domain being a group of data relating to the certain category;
searching and retrieving the similar pre-training data in accordance with the pre- training data and the search condition;
performing pre-training based on the similar pre-training data that is retrieved;
generating a pre-trained model through the pre-training; and
performing supervised learning over the pretrained model using teaching data to learn classifying the input data in the certain category: and
generating the trained model for classifying the input data in the certain category through the supervised learning.