Snap inc. (20240406477). MACHINE LEARNING MODEL CONTINUOUS TRAINING SYSTEM

MACHINE LEARNING MODEL CONTINUOUS TRAINING SYSTEM

Organization Name

snap inc.

Inventor(s)

Kevin Sarabia Dela Rosa of Seattle WA (US)

Hao Hu of Bellevue WA (US)

Yanjia Li of Torrance CA (US)

MACHINE LEARNING MODEL CONTINUOUS TRAINING SYSTEM

This abstract first appeared for US patent application 20240406477 titled 'MACHINE LEARNING MODEL CONTINUOUS TRAINING SYSTEM

Original Abstract Submitted

described is a system for performing a set of machine learning model training operations that include: accessing media content items associated with interaction functions initiated by users of an interaction system, generating training data including labels for the media content items, extracting features from a media content item of the media content items, identifying additional media content items to include in the training data based on the extracted features from the media content item, processing the training data using a machine learning model to generate a media content item output; and updating one or more parameters of the machine learning model based on the media content item output. the system checks whether retraining criteria has been met, and repeats the set of machine learning model training operations to retrain the machine learning model.