	US 11,683,362 B2
	Realistic neural network based image style transfer
Jaewook Chung, Mountain View, CA (US); Christopher Yale Crutchfield, San Diego, CA (US); and Emre Yamangil, San Francisco, CA (US)
Assigned to Snap Inc., Santa Monica, CA (US)
Filed by Snap Inc., Santa Monica, CA (US)
Filed on Dec. 16, 2020, as Appl. No. 17/123,493.
Application 17/123,493 is a continuation of application No. 16/147,705, filed on Sep. 29, 2018, granted, now 10,891,723.
Claims priority of provisional application 62/566,072, filed on Sep. 29, 2017.
Prior Publication US 2021/0183033 A1, Jun. 17, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. H04L 67/04 (2022.01); G06T 5/40 (2006.01); G06T 7/90 (2017.01); G06T 5/00 (2006.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06V 40/16 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06Q 50/00 (2012.01)

CPC H04L 67/04 (2013.01) [G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 5/001 (2013.01); G06T 5/009 (2013.01); G06T 5/40 (2013.01); G06T 7/90 (2017.01); G06V 10/7753 (2022.01); G06V 10/82 (2022.01); G06V 40/161 (2022.01); G06V 40/175 (2022.01); G06Q 50/01 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/20132 (2013.01)]

20 Claims

1. A method comprising:

receiving an indication of an instruction to modify an initial image comprising a user face, the instruction indicating to change the user face from having a first appearance to having a second appearance;

detecting the user face in the initial image;

separating the initial image into a cropped portion of the initial image and a non-cropped portion of the initial image, the cropped portion of the initial image comprising the user face;

modifying the cropped portion using a convolutional neural network, the modified cropped portion displaying the user face having the second appearance; and

modifying the non-cropped portion by applying adjustments to the non-cropped portion, wherein the adjustments are effects selected based on the convolutional neural network used to modified to the cropped portion.