公开(公告)号：US10078909B1

公开(公告)日：2018-09-18

申请号：US15596777

申请日：2017-05-16

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06F3/0484 ,  G06Q50/00 ,  G06N99/00 ,  G06F3/14 ,  G06T11/60

CPC classification number: G06N20/00 ,  G06F3/04842 ,  G06F3/14 ,  G06F3/147 ,  G09G2340/12 ,  G09G2340/125

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.

公开(公告)号：US20180196879A1

公开(公告)日：2018-07-12

申请号：US15404119

申请日：2017-01-11

Applicant: FACEBOOK, INC.

Inventor： Tamar Bar Lev ,  Volodymyr Giginiak ,  Markus Klaus Georg Emrich

IPC: G06F17/30

CPC classification number: G06F16/9535 ,  G06F16/24578 ,  G06F16/287

Abstract: An exemplary method of generating content for a user of a social networking service includes, in an application of a social networking service, receiving a classification model from a server system associated with the social networking service. The method further includes detecting content items stored on the client device independently of the application. The method further includes generating content for a user of the social networking service that includes a set of content items from the detected content items, based at least in part on metadata for the set of content items. The metadata is stored at the client device. The method further includes, in accordance with a determination that the generated content for the user satisfies a criterion included in the classification model, presenting the content to the user in the application.

公开(公告)号：US10529109B1

公开(公告)日：2020-01-07

申请号：US16388549

申请日：2019-04-18

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06T11/60 ,  G06F3/0484 ,  G06F3/14 ,  G06N20/00

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.

公开(公告)号：US20210089600A1

公开(公告)日：2021-03-25

申请号：US17114298

申请日：2020-12-07

Applicant: FACEBOOK, INC.

Inventor： Tamar Bar Lev ,  Volodymyr Giginiak ,  Markus Klaus Georg Emrich

IPC: G06F16/9535 ,  G06F16/28 ,  G06F16/2457

Abstract: An exemplary method of generating content for a user of a social networking service includes, in an application of a social networking service, receiving a classification model from a server system associated with the social networking service. The method further includes generating a collage for a user. The collage includes a set of content items stored on the client device. The method also includes, presenting the collage to the user if the collage satisfies a criterion included in the classification model. The method also includes tracking and providing user-interaction data for the collage to the server system, and receiving an updated classification model from the server system in accordance with the user-interaction data. The method also includes generating and presenting a new collage that includes a new set of content items stored on the client device, if the new collage satisfies the criterion included in the updated classification model.

公开(公告)号：US10311619B1

公开(公告)日：2019-06-04

申请号：US16103927

申请日：2018-08-15

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06T11/60 ,  G06F3/0484 ,  G06F3/14 ,  G06N20/00

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.