公开(公告)号：US12277749B1

公开(公告)日：2025-04-15

申请号：US18943693

申请日：2024-11-11

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

IPC: G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/74 ,  G06V10/82

Abstract: A method includes receiving a first image; extracting a first set of features from the first image; executing a first machine learning model using the extracted first set of features as input to generate a first image performance score for the first image; iteratively executing, using the first set of features as input for each execution, a generative machine learning model to generate a plurality of generated images; extracting a second set of features from each of the plurality of generated images; iteratively executing the first machine learning model using a different second set of features as input for each execution to generate a generated image performance score for each of the plurality of generated images; and transmitting a defined number of the plurality of generated images to a computing device, the defined number of generated images determined based on the generated image performance scores.

公开(公告)号：US12249118B2

公开(公告)日：2025-03-11

申请号：US18916516

申请日：2024-10-15

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/40 ,  G06F16/438 ,  G06N3/045 ,  G06V10/74 ,  G06V10/82

Abstract: A method includes storing at least one image performance score for each of a set of images, the set of images comprising a plurality of subsets of images, each subset corresponding with a different web page of a plurality of web pages, the at least one image performance score for an image indicating a likelihood that a user will interact with the image; determining a web page score for each of the plurality of web pages based on one or more image performance scores of the subset of images that corresponds with the web page; receiving a query comprising one or more keywords or images; selecting a set of web pages by applying a search engine machine learning model to the one or more keywords and the web page score for each of the plurality of web pages; and presenting the set of web pages at a computing device.

公开(公告)号：US20250078453A1

公开(公告)日：2025-03-06

申请号：US18948425

申请日：2024-11-14

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

IPC: G06V10/74 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: The present disclosure describes a method comprising receiving a plurality of training images; executing a feature extraction machine learning model to generate a plurality of training embeddings for a plurality of training images each in an embedding space; training a content scoring machine learning model using the plurality of training embeddings to generate performance scores for content items based on embeddings in the embedding space; receiving a set of text; executing the feature extraction machine learning model using the set of text to generate a text embedding in the same embedding space as the training embeddings for the plurality of training images; generating, using the content scoring machine learning model, a text performance score for the set of text using the text embedding in the embedding space; and generating a record identifying the text performance score for the set of text.

公开(公告)号：US20240303965A1

公开(公告)日：2024-09-12

申请号：US18664173

申请日：2024-05-14

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/74 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes storing at least one image performance score for each of a set of images, the set of images comprising a plurality of subsets of images, each subset corresponding with a different web page of a plurality of web pages, the at least one image performance score for an image indicating a likelihood that a user will interact with the image; determining a web page score for each of the plurality of web pages based on one or more image performance scores of the subset of images that corresponds with the web page; receiving a query comprising one or more keywords or images; selecting a set of web pages by applying a search engine machine learning model to the one or more keywords and the web page score for each of the plurality of web pages; and presenting the set of web pages at a computing device.

公开(公告)号：US12080046B2

公开(公告)日：2024-09-03

申请号：US18414148

申请日：2024-01-16

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/40 ,  G06F16/438 ,  G06N3/045 ,  G06V10/74 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes receiving a pointer to a plurality of images of a web page, the web page configured to display the plurality of images in a first arrangement; retrieving, using the pointer, the plurality of images of the web page; executing at least one machine learning model using the plurality of images from the web page as input to generate at least one image performance score for each image of the plurality of images, the at least one machine learning model trained based on a training set of images labeled based at least on interaction data corresponding to images of the training set of images; and rearranging the plurality of images on the web page to a second arrangement according to the at least one image performance score generated for each image of the plurality of images of the web page.

公开(公告)号：US20240282079A1

公开(公告)日：2024-08-22

申请号：US18652784

申请日：2024-05-01

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/74 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes receiving a pointer to a plurality of images of a web page, the web page configured to display the plurality of images in a first arrangement; retrieving, using the pointer, the plurality of images of the web page; executing at least one machine learning model using the plurality of images from the web page as input to generate at least one image performance score for each image of the plurality of images, the at least one machine learning model trained based on a training set of images labeled based at least on interaction data corresponding to images of the training set of images; and rearranging the plurality of images on the web page to a second arrangement according to the at least one image performance score generated for each image of the plurality of images of the web page.

公开(公告)号：US20240257494A1

公开(公告)日：2024-08-01

申请号：US18592935

申请日：2024-03-01

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/74 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes accessing a web-based property over a network; storing a plurality of images or videos from the web-based property and associations between the plurality of images or videos and a target audience identifier responsive to the web-based property having a stored association with the target audience identifier; retrieving the plurality of images or videos from the database responsive to each of the plurality of images or videos having stored associations with the target audience identifier; executing a neural network to generate a performance score for each of the plurality of images or videos; calculating a target audience benchmark; executing the neural network to generate a first performance score for a first image or video and a second performance score for a second image or video; comparing the first performance score and the second performance score to the benchmark; and generating a record identifying the first image or video.

公开(公告)号：US12020470B1

公开(公告)日：2024-06-25

申请号：US18433846

申请日：2024-02-06

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/40 ,  G06F16/438 ,  G06N3/045 ,  G06V10/74 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes storing at least one image performance score for each of a set of images, the set of images comprising a plurality of subsets of images, each subset corresponding with a different web page of a plurality of web pages, the at least one image performance score for an image indicating a likelihood that a user will interact with the image; determining a web page score for each of the plurality of web pages based on one or more image performance scores of the subset of images that corresponds with the web page; receiving a query comprising one or more keywords or images; selecting a set of web pages by applying a search engine machine learning model to the one or more keywords and the web page score for each of the plurality of web pages; and presenting the set of web pages at a computing device.

公开(公告)号：US20240193913A1

公开(公告)日：2024-06-13

申请号：US18414148

申请日：2024-01-16

Applicant: VIZIT LABS, INC.

Inventor： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

IPC: G06V10/74 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

CPC classification number: G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

Abstract: A method includes receiving a pointer to a plurality of images of a web page, the web page configured to display the plurality of images in a first arrangement; retrieving, using the pointer, the plurality of images of the web page; executing at least one machine learning model using the plurality of images from the web page as input to generate at least one image performance score for each image of the plurality of images, the at least one machine learning model trained based on a training set of images labeled based at least on interaction data corresponding to images of the training set of images; and rearranging the plurality of images on the web page to a second arrangement according to the at least one image performance score generated for each image of the plurality of images of the web page.

公开(公告)号：US11947616B2

公开(公告)日：2024-04-02

申请号：US17673635

申请日：2022-02-16

Applicant: VIZIT LABS, INC.

Inventor： Jehan Hamedi ,  Elham Saraee ,  Zachary Halloran

IPC: G06F16/957 ,  G06F16/9535 ,  G06F16/954 ,  G06F16/955 ,  G06F16/958

CPC classification number: G06F16/9577 ,  G06F16/9535 ,  G06F16/954 ,  G06F16/955 ,  G06F16/958

Abstract: A method is disclosed. The method may include establishing a connection with a client device via an application executing on the client device; detecting one or more web pages that the application of the client device has visited during the established connection; determining a target audience for the connection based on the detected one or more web pages; responsive to determining the target audience, identifying a set of content items from memory based on each content item of the set having a stored association with an identifier of the target audience in the memory; selecting a first content item from the set of content items; and transmitting the first content item to the client device over the connection for display on a web page.