Patent ID: 11948347
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system for image-based predictions, comprising:
a first neural network pre-trained with a first set of candidate models using a first source as input data;
a second neural network pre-trained with a second set of candidate models using a second source as input data;
a processor calculating a model distance Dm for each pairing of a first candidate model from the first set of candidate models and a second candidate model from the second set of candidate models; and
a fusion model resulting from a selected pairing of the first neural network and the second neural network, wherein the selection is based on the model distance Dm,
wherein the selected pairing of the first neural network and the second neural network has the model distance Dm shorter than other pairings of candidate models from the first set of candidate models and the second set of candidate models, and
wherein the fusion model is trained based on the selected pairing of the first neural network and the second neural network to improve performance of the fusion model.