US 12,272,127 B2
Detecting digital objects and generating object masks on device
Jason Wen Yong Kuen, Santa Clara, CA (US); Su Chen, San Jose, CA (US); Scott Cohen, Sunnyvale, CA (US); Zhe Lin, Fremont, CA (US); Zijun Wei, San Jose, CA (US); and Jianming Zhang, Campbell, CA (US)
Assigned to Adobe Inc., San Jose, CA (US)
Filed by Adobe Inc., San Jose, CA (US)
Filed on Jan. 31, 2022, as Appl. No. 17/589,114.
Claims priority of provisional application 63/271,150, filed on Oct. 23, 2021.
Prior Publication US 2023/0128792 A1, Apr. 27, 2023
Int. Cl. G06V 10/82 (2022.01); G06N 3/08 (2023.01); G06T 7/00 (2017.01)
CPC G06V 10/82 (2022.01) [G06N 3/08 (2013.01); G06T 7/97 (2017.01); G06T 2207/20081 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A non-transitory computer-readable medium storing executable instructions thereon which, when executed by a processing device, cause the processing device to perform operations comprising:
receiving a digital image at a computing device;
detecting, at the computing device utilizing a plurality of detection heads of a detection-masking neural network, a digital object portrayed in the digital image, wherein each detection head from the plurality of detection heads corresponds to a digital object class that differs from digital object classes corresponding to other detection heads from the plurality of detection heads; and
generating, at the computing device utilizing a masking head of the detection-masking neural network, an object mask for the digital object.