公开(公告)号：US10963748B1

公开(公告)日：2021-03-30

申请号：US16119956

申请日：2018-08-31

Applicant: Snap Inc.

Inventor： Sergey Tulyakov ,  Sergei Korolev ,  Aleksei Stoliar ,  Maksim Gusarov ,  Sergei Kotcur ,  Christopher Yale Crutchfield ,  Andrew Wan

IPC: G06K9/62 ,  G06N3/08 ,  G06N3/04

Abstract: A compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network can be trained on the input data and output data of the teacher network. The training network train the student network using a discrimination layer and one or more types of losses, such as perception loss and adversarial loss.

公开(公告)号：US20200098114A1

公开(公告)日：2020-03-26

申请号：US16698463

申请日：2019-11-27

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06T7/20 ,  G06K9/00 ,  G06K9/46 ,  G06T11/00 ,  G06T3/40 ,  G06T5/00 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.

公开(公告)号：US10515454B2

公开(公告)日：2019-12-24

申请号：US16232737

申请日：2018-12-26

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06K9/00 ,  G06T7/20 ,  G06K9/46 ,  G06T11/00 ,  G06T3/40 ,  G06T5/00 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.

公开(公告)号：US20190206061A1

公开(公告)日：2019-07-04

申请号：US16232737

申请日：2018-12-26

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06T7/20 ,  G06K9/00 ,  G06T7/90 ,  G06K9/46 ,  G06T3/40 ,  G06T11/00 ,  G06T7/73 ,  G06T7/136 ,  G06T7/11 ,  G06T5/00

CPC classification number: G06T7/20 ,  G06K9/00248 ,  G06K9/00281 ,  G06K9/4642 ,  G06K9/4652 ,  G06K2009/4666 ,  G06T3/40 ,  G06T5/008 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90 ,  G06T11/001 ,  G06T2207/10016 ,  G06T2207/30201

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.

公开(公告)号：US10339365B2

公开(公告)日：2019-07-02

申请号：US15086749

申请日：2016-03-31

Applicant: Snap Inc.

Inventor： Maksim Gusarov ,  Igor Kudriashov ,  Valerii Filev ,  Sergei Kotcur

IPC: G06K9/00 ,  G06T13/40

Abstract: Systems, devices, media, and methods are presented for generating facial representations using image segmentation with a client device. The systems and methods receive an image depicting a face, detect at least a portion of the face within the image, and identify a set of facial landmarks within the portion of the face. The systems and methods determine one or more characteristics representing the portion of the face, in response to detecting the portion of the face. Based on the one or more characteristics and the set of facial landmarks, the systems and methods generate a representation of a face.

公开(公告)号：US20230334327A1

公开(公告)日：2023-10-19

申请号：US18213145

申请日：2023-06-22

Applicant: Snap Inc.

Inventor： Sergey Tulyakov ,  Sergei Korolev ,  Aleksei Stoliar ,  Maksim Gusarov ,  Sergei Kotcur ,  Christopher Yale Crutchfield ,  Andrew Wan

IPC: G06N3/088 ,  G06N3/08 ,  G06F18/21 ,  G06F18/214 ,  G06N3/045 ,  G06V10/764 ,  G06V10/774 ,  G06V10/778 ,  G06V10/82

CPC classification number: G06N3/088 ,  G06N3/08 ,  G06F18/2185 ,  G06F18/2148 ,  G06N3/045 ,  G06V10/764 ,  G06V10/7747 ,  G06V10/7788 ,  G06V10/82

Abstract: A compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network can be trained on the input data and output data of the teacher network. The training network train the student network using a discrimination layer and one or more types of losses, such as perception loss and adversarial loss.

公开(公告)号：US11727280B2

公开(公告)日：2023-08-15

申请号：US17189563

申请日：2021-03-02

Applicant: Snap Inc.

Inventor： Sergey Tulyakov ,  Sergei Korolev ,  Aleksei Stoliar ,  Maksim Gusarov ,  Sergei Kotcur ,  Christopher Yale Crutchfield ,  Andrew Wan

IPC: G06N3/088 ,  G06N3/08 ,  G06F18/21 ,  G06F18/214 ,  G06N3/045 ,  G06V10/764 ,  G06V10/774 ,  G06V10/778 ,  G06V10/82

CPC classification number: G06N3/088 ,  G06F18/2148 ,  G06F18/2185 ,  G06N3/045 ,  G06N3/08 ,  G06V10/764 ,  G06V10/7747 ,  G06V10/7788 ,  G06V10/82

Abstract: A compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network can be trained on the input data and output data of the teacher network. The training network train the student network using a discrimination layer and one or more types of losses, such as perception loss and adversarial loss.

公开(公告)号：US20230252610A1

公开(公告)日：2023-08-10

申请号：US18305187

申请日：2023-04-21

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06T5/00 ,  G06T11/00 ,  G06T3/40 ,  G06T7/20 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90 ,  G06V40/16

CPC classification number: G06T5/008 ,  G06T3/40 ,  G06T7/11 ,  G06T7/20 ,  G06T7/73 ,  G06T7/90 ,  G06T7/136 ,  G06T11/001 ,  G06V40/165 ,  G06V40/171 ,  G06T2207/10016 ,  G06T2207/30201

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.

公开(公告)号：US11663706B2

公开(公告)日：2023-05-30

申请号：US17319381

申请日：2021-05-13

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06K9/00 ,  G06T7/20 ,  G06T11/00 ,  G06T3/40 ,  G06T5/00 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90 ,  G06V10/50 ,  G06V10/56 ,  G06V40/16 ,  G06V10/46

CPC classification number: G06T7/20 ,  G06T3/40 ,  G06T5/008 ,  G06T7/11 ,  G06T7/136 ,  G06T7/73 ,  G06T7/90 ,  G06T11/001 ,  G06V10/50 ,  G06V10/56 ,  G06V40/165 ,  G06V40/171 ,  G06T2207/10016 ,  G06T2207/30201 ,  G06V10/467

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.

公开(公告)号：US11961213B2

公开(公告)日：2024-04-16

申请号：US18305187

申请日：2023-04-21

Applicant: Snap Inc.

Inventor： Igor Kudriashov ,  Fedir Poliakov ,  Maksim Gusarov

IPC: G06K9/00 ,  G06T3/40 ,  G06T5/00 ,  G06T7/11 ,  G06T7/136 ,  G06T7/20 ,  G06T7/73 ,  G06T7/90 ,  G06T11/00 ,  G06V10/50 ,  G06V10/56 ,  G06V40/16 ,  G06V10/46

CPC classification number: G06T5/008 ,  G06T3/40 ,  G06T7/11 ,  G06T7/136 ,  G06T7/20 ,  G06T7/73 ,  G06T7/90 ,  G06T11/001 ,  G06V10/50 ,  G06V10/56 ,  G06V40/165 ,  G06V40/171 ,  G06T2207/10016 ,  G06T2207/30201 ,  G06V10/467

Abstract: Systems, devices, media, and methods are presented for segmenting an image of a video stream with a client device, identifying an area of interest, generating a modified area of interest within one or more image, identifying a first set of pixels and a second set of pixels, and modifying a color value for the first set of pixels.