US 12,067,708 B2
Image judgement apparatus, image judgement method and non-transitory computer readable medium
Yeongnam Chae, Tokyo (JP); and Preetham Prakasha, Tokyo (JP)
Assigned to RAKUTEN GROUP, INC., Tokyo (JP)
Appl. No. 17/419,285
Filed by RAKUTEN GROUP, INC., Tokyo (JP)
PCT Filed Sep. 8, 2020, PCT No. PCT/JP2020/033921
§ 371(c)(1), (2) Date Jun. 28, 2021,
PCT Pub. No. WO2022/054124, PCT Pub. Date Mar. 17, 2022.
Prior Publication US 2022/0309648 A1, Sep. 29, 2022
Int. Cl. G06K 9/00 (2022.01); G06N 3/045 (2023.01); G06T 7/00 (2017.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06N 3/08 (2023.01)
CPC G06T 7/0006 (2013.01) [G06N 3/045 (2023.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06N 3/08 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] 16 Claims
OG exemplary drawing
 
1. An image judgement apparatus comprising:
one or more processors;
a memory storing instructions which, when executed by said one or more processor, cause said one or more processors to perform operations comprising:
obtaining first object data from a first image and second object data from a second image with a use of a first machine learning model in which an image is entered and which outputs object data indicating an attribute and a layout of an object in the image, the first object data indicating an attribute and a layout of an object in the first image, the second object data indicating an attribute and a layout of an object in the second image;
determining whether the first image and the second image are substantially identical with a use of a second machine learning model in which the first object data and the second object data are entered and which outputs whether the first image and the second image are substantially identical;
wherein the first image and the second image are substantially identical if a number of objects included in the first image and the second image, the respective attributes of the objects included in the first image and the second image, and the layout of the objects included in the first image and the second image satisfy a predetermined positive example rule;
wherein the first image is a screen image which is displayed by a computer application for a first execution environment;
wherein the second image is a screen image which is displayed by a computer application for a second execution environment; and
wherein the second execution environment is different from the first execution environment.