US 12,444,181 B2
Electronic apparatus for applying personalized artificial intelligence model to another model
Juyong Song, Suwon-si (KR); Jaedeok Kim, Suwon-si (KR); and Jungwook Kim, Suwon-si (KR)
Assigned to SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed by SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed on Aug. 28, 2020, as Appl. No. 17/006,120.
Claims priority of provisional application 62/893,995, filed on Aug. 30, 2019.
Claims priority of application No. 10-2019-0138116 (KR), filed on Oct. 31, 2019.
Prior Publication US 2021/0065000 A1, Mar. 4, 2021
Int. Cl. G06V 10/82 (2022.01); G06F 8/71 (2018.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01)
CPC G06V 10/82 (2022.01) [G06F 8/71 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01)] 11 Claims
OG exemplary drawing
 
1. An electronic apparatus comprising:
a display;
at least one memory storing at least one instruction and a first artificial intelligence (AI) model;
a communicator comprising communication circuitry; and
at least one processor including processing circuitry,
wherein the at least one instruction, when executed by the at least one processor, causes the electronic device to:
control the display to provide a user interface that enables a user to select an AI model communication mode, between an AI model transmission mode, which transmits information on AI model from the electronic apparatus to an external electronic device, and an AI model reception mode, which receives information on AI model from the external electronic device;
based on the AI model communication mode of the electronic apparatus being set to the AI model transmission mode, receive, from the external electronic device, that is set to the AI model reception mode, information on a second AI model stored in the external electronic device through the communicator;
compare a model structure of the first AI model with a model structure of the second AI model based on the information on the second AI model that indicates a layer structure, an internal node configuration, and a node connection of the second AI model; and
control the communicator to transmit, to the external electronic device, the information on AI model containing changed node weights of the first AI model, without transmitting information of the entire first AI model, in response to a determination that the model structure of the second AI model is identical to the model structure of the first AI model,
wherein the changed node weights are node weights changed in a personalization process.