US 11,669,775 B2
System and method for detecting a target object
Sung Ho Jang, Seoul (KR); Jae Young Park, Seoul (KR); Seol Ki Kim, Seoul (KR); and Kyung Jun An, Seoul (KR)
Assigned to SAMSUNG SDS CO., LTD., Seoul (KR)
Filed by SAMSUNG SDS CO., LTD., Seoul (KR)
Filed on Oct. 9, 2020, as Appl. No. 17/67,196.
Claims priority of application No. 10-2020-0058888 (KR), filed on May 18, 2020.
Prior Publication US 2021/0357807 A1, Nov. 18, 2021
Int. Cl. G06N 20/00 (2019.01); G06F 40/279 (2020.01); G06F 11/36 (2006.01); G06F 11/34 (2006.01); G05B 15/02 (2006.01)
CPC G06N 20/00 (2019.01) [G06F 11/3476 (2013.01); G06F 11/3604 (2013.01); G06F 40/279 (2020.01); G05B 15/02 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A target object detection method performed by a computing device, comprising:
detecting a first target object on a screen and obtaining a bot executable file to perform a defined operation for the first target object;
labelling an object type classification criterion for the first target object by encoding detection criterion information of the first target object included in the bot executable file;
extracting a characteristic of process execution information of the first target object included in the bot executable file; and
generating an object classification model that outputs data on an object type corresponding to the process execution information by performing machine learning using the object type classification criterion and the characteristic of process execution information of the first target object included in the bot executable file.