AUTOMATED IMAGE PROCESSING AND INSIGHT PRESENTATION

    公开(公告)号:US20220345435A1

    公开(公告)日:2022-10-27

    申请号:US17713020

    申请日:2022-04-04

    Applicant: Snap Inc.

    Abstract: Systems, methods, devices, computer readable instruction media, and other embodiments are described for automated image processing and insight presentation. One embodiment involves receiving a plurality of ephemeral content messages from a plurality of client devices, and processing the messages to identify content associated with at least a first content type. A set of analysis data associated with the first content type is then generated from the messages, and portions of the messages associated with the first content type are processed to generate a first content collection. The first content collection and the set of analysis data are then communicated to a client device configured for a display interface comprising the first content collection and a representation of at least a portion of the set of analysis data.

    NEURAL NETWORK-BASED IMAGE STREAM MODIFICATION

    公开(公告)号:US20220172448A1

    公开(公告)日:2022-06-02

    申请号:US17651524

    申请日:2022-02-17

    Applicant: Snap Inc.

    Abstract: Systems, devices, media, and methods are presented for object detection and inserting graphical elements into an image stream in response to detecting the object. The systems and methods detect an object of interest in received frames of a video stream. The systems and methods identify a bounding box for the object of interest and estimate a three-dimensional position of the object of interest based on a scale of the object of interest. The systems and methods generate one or more graphical elements having a size based on the scale of the object of interest and a position based on the three-dimensional position estimated for the object of interest. The one or more graphical elements are generated within the video stream to form a modified video stream. The systems and methods cause presentation of the modified video stream including the object of interest and the one or more graphical elements.

    Automated image processing and insight presentation

    公开(公告)号:US11297027B1

    公开(公告)日:2022-04-05

    申请号:US16778242

    申请日:2020-01-31

    Applicant: Snap Inc.

    Abstract: Systems, methods, devices, computer readable instruction media, and other embodiments are described for automated image processing and insight presentation. One embodiment involves receiving a plurality of ephemeral content messages from a plurality of client devices, and processing the messages to identify content associated with at least a first content type. A set of analysis data associated with the first content type is then generated from the messages, and portions of the messages associated with the first content type are processed to generate a first content collection. The first content collection and the set of analysis data are then communicated to a client device configured for a display interface comprising the first content collection and a representation of at least a portion of the set of analysis data.

    NEURAL NETWORK-BASED IMAGE STREAM MODIFICATION

    公开(公告)号:US20200258313A1

    公开(公告)日:2020-08-13

    申请号:US15929374

    申请日:2020-04-29

    Applicant: Snap Inc.

    Abstract: Systems, devices, media, and methods are presented for object detection and inserting graphical elements into an image stream in response to detecting the object. The systems and methods detect an object of interest in received frames of a video stream. The systems and methods identify a bounding box for the object of interest and estimate a three-dimensional position of the object of interest based on a scale of the object of interest. The systems and methods generate one or more graphical elements having a size based on the scale of the object of interest and a position based on the three-dimensional position estimated for the object of interest. The one or more graphical elements are generated within the video stream to form a modified video stream. The systems and methods cause presentation of the modified video stream including the object of interest and the one or more graphical elements.

    WEAKLY SUPERVISED SEMANTIC PARSING
    27.
    发明公开

    公开(公告)号:US20230290174A1

    公开(公告)日:2023-09-14

    申请号:US18318556

    申请日:2023-05-16

    Applicant: Snap Inc.

    CPC classification number: G06V40/107 G06F17/15 G06N3/04 G06T7/136

    Abstract: Segmentation of an image into individual body parts is performed based on a trained model. The model is trained with a plurality of training images, each training image representing a corresponding training figure. The model is also trained with a corresponding plurality of segmentations of the training figures. Each segmentation is generated by positioning body parts between defined positions of joints of the represented figure. The body parts are represented by body part templates obtained from a template library, with the templates defining characteristics of body parts represented by the templates.

    Automated image processing and insight presentation

    公开(公告)号:US11601391B2

    公开(公告)日:2023-03-07

    申请号:US17713020

    申请日:2022-04-04

    Applicant: Snap Inc.

    Abstract: Systems, methods, devices, computer readable instruction media, and other embodiments are described for automated image processing and insight presentation. One embodiment involves receiving a plurality of ephemeral content messages from a plurality of client devices, and processing the messages to identify content associated with at least a first content type. A set of analysis data associated with the first content type is then generated from the messages, and portions of the messages associated with the first content type are processed to generate a first content collection. The first content collection and the set of analysis data are then communicated to a client device configured for a display interface comprising the first content collection and a representation of at least a portion of the set of analysis data.

    SEQUENCE-OF-SEQUENCES MODEL FOR 3D OBJECT RECOGNITION

    公开(公告)号:US20230034794A1

    公开(公告)日:2023-02-02

    申请号:US17878591

    申请日:2022-08-01

    Applicant: Snap Inc.

    Abstract: Systems and methods are disclosed for capturing multiple sequences of views of a three-dimensional object using a plurality of virtual cameras. The systems and methods generate aligned sequences from the multiple sequences based on an arrangement of the plurality of virtual cameras in relation to the three-dimensional object. Using a convolutional network, the systems and methods classify the three-dimensional object based on the aligned sequences and identify the three-dimensional object using the classification.

    3D hand shape and pose estimation
    30.
    发明授权

    公开(公告)号:US11468636B2

    公开(公告)日:2022-10-11

    申请号:US17222176

    申请日:2021-04-05

    Applicant: Snap Inc.

    Abstract: Aspects of the present disclosure involve a system comprising a computer-readable storage medium storing a program and a method for receiving a monocular image that includes a depiction of a hand and extracting features of the monocular image using a plurality of machine learning techniques. The program and method further include modeling, based on the extracted features, a pose of the hand depicted in the monocular image by adjusting skeletal joint positions of a three-dimensional (3D) hand mesh using a trained graph convolutional neural network (CNN); modeling, based on the extracted features, a shape of the hand in the monocular image by adjusting blend shape values of the 3D hand mesh representing surface features of the hand depicted in the monocular image using the trained graph CNN; and generating, for display, the 3D hand mesh adjusted to model the pose and shape of the hand depicted in the monocular image.

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