US 11,892,925 B2
Electronic device for reconstructing an artificial intelligence model and a control method thereof
Inkwon Choi, Suwon-si (KR); Jaedeok Kim, Suwon-si (KR); Chiyoun Park, Suwon-si (KR); Youngchul Sohn, Suwon-si (KR); and Changhyun Lee, Suwon-si (KR)
Assigned to SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed by SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed on Oct. 17, 2019, as Appl. No. 16/655,951.
Claims priority of application No. 10-2018-0125029 (KR), filed on Oct. 19, 2018.
Prior Publication US 2020/0125893 A1, Apr. 23, 2020
Int. Cl. G06F 11/30 (2006.01); G06N 20/00 (2019.01); G06F 11/34 (2006.01); G06F 18/40 (2023.01); G06V 10/82 (2022.01); G06V 10/94 (2022.01)
CPC G06F 11/3003 (2013.01) [G06F 11/3058 (2013.01); G06F 11/3438 (2013.01); G06F 18/40 (2023.01); G06N 20/00 (2019.01); G06V 10/82 (2022.01); G06V 10/945 (2022.01)] 19 Claims
OG exemplary drawing
 
1. A control method of an electronic device, the control method comprising:
inputting at least one input data to a first artificial intelligence (AI) model, to acquire at least one output data that is output by the first AI model;
acquiring first usage information, based on the acquired at least one output data;
determining whether the acquired first usage information satisfies a predetermined condition, the predetermined condition comprising first data of the at least one output data being output by the first AI model a number of times that is greater than or equal to a threshold;
in response to determining that the acquired first usage information satisfies the predetermined condition wherein the first data of the at least one output data is output by the first AI model a number of times that is greater than or equal to the threshold:
acquiring first reconstruction information for reconstructing the first AI model, based on the acquired first usage information; and
reconstructing the first AI model, based on the acquired first reconstruction information, to acquire a second AI model, and
in response to determining that the first usage information does not satisfy the predetermined condition wherein the first data of the at least one output data is output by the first AI model a number of times that is less than the threshold:
acquiring second usage information based on the acquired at least one output data excluding the first data of the at least one output data that is output by the first AI model a number of times less than the threshold;
acquiring second reconstruction information for reconstructing the first AI model based on the acquired second usage information; and
reconstructing the first AI model based on the acquired second reconstruction information to acquire a third AI model.