公开(公告)号：US12118769B1

公开(公告)日：2024-10-15

申请号：US18752622

申请日：2024-06-24

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： A method includes displaying a first user interface including a target image and a task selection element, in response to a selection of the task selection element, displaying a second user interface including a target audience selection element, in response to a selection of a target audience using the target audience selection element, displaying a third user interface including a benchmark selection element, in response to a selection of a benchmark using the benchmark selection element, executing a target audience machine learning model using as input the target image to generate a performance score, calculating a benchmark score for the target image based on the performance score of the target image and performance scores for the images of the benchmark, and displaying a fourth user interface including the target image and the benchmark score.

公开(公告)号：US20240330407A1

公开(公告)日：2024-10-03

申请号：US18737861

申请日：2024-06-07

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

IPC分类号： G06F18/214 ,  G06F18/22 ,  G06V10/40 ,  G06V10/82

CPC分类号： G06F18/214 ,  G06F18/22 ,  G06V10/40 ,  G06V10/82

摘要： A method may include executing a neural network to extract a first plurality of features from a plurality of first training images and a second plurality of features from a second training image; generating a model comprising a first image performance score for each of the plurality of first training images and a feature weight for each feature, the feature weight for each feature of the first plurality of features calculated based on an impact of a variation in the feature on first image performance scores of the plurality of first training images; training the model by adjusting the impact of a variation of each of a first set of features that correspond to the second plurality of features; executing the model using a third set of features from a candidate image to generate a candidate image performance score; and generating a record identifying the candidate image performance score.

公开(公告)号：US20240320954A1

公开(公告)日：2024-09-26

申请号：US18736422

申请日：2024-06-06

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： A method includes storing a database comprising a plurality of pointers to web pages and identifiers of entities associated with the plurality of pointers; receiving a first request comprising a first identifier; identifying subset of the plurality of pointers from the database responsive to each pointer of the subset having a stored association with a first identification that matches the first identifier; responsive to identifying the subset of the plurality of pointers, establishing, via one or more pointers, a connection with a server hosting a set of web pages associated with the subset of the plurality of pointers; retrieving one or more images or videos from each of the set of web pages over the established connection; calculating a performance score for each of the one or more images or videos; and generating a record identifying the performance score for each of the one or more images or videos.

公开(公告)号：US12020471B1

公开(公告)日：2024-06-25

申请号：US18587524

申请日：2024-02-26

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： A method includes storing a database comprising a plurality of pointers to web pages and identifiers of entities associated with the plurality of pointers; receiving a first request comprising a first identifier; identifying subset of the plurality of pointers from the database responsive to each pointer of the subset having a stored association with a first identification that matches the first identifier; responsive to identifying the subset of the plurality of pointers, establishing, via one or more pointers, a connection with a server hosting a set of web pages associated with the subset of the plurality of pointers; retrieving one or more images or videos from each of the set of web pages over the established connection; calculating a performance score for each of the one or more images or videos; and generating a record identifying the performance score for each of the one or more images or videos.

公开(公告)号：US11915469B2

公开(公告)日：2024-02-27

申请号：US18466465

申请日：2023-09-13

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： A method includes storing a database comprising a plurality of pointers to web pages and identifiers of entities associated with the plurality of pointers; receiving a first request comprising a first identifier; identifying subset of the plurality of pointers from the database responsive to each pointer of the subset having a stored association with a first identification that matches the first identifier; responsive to identifying the subset of the plurality of pointers, establishing, via one or more pointers, a connection with a server hosting a set of web pages associated with the subset of the plurality of pointers; retrieving one or more images or videos from each of the set of web pages over the established connection; calculating a performance score for each of the one or more images or videos; and generating a record identifying the performance score for each of the one or more images or videos.

公开(公告)号：US20230298312A1

公开(公告)日：2023-09-21

申请号：US18200102

申请日：2023-05-22

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Jehan Hamedi ,  Zachary Halloran

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

CPC分类号： G06V10/761 ,  G06V10/40 ,  G06V10/82 ,  G06F16/438 ,  G06N3/045

摘要： A method includes storing a database comprising a plurality of pointers to web pages and identifiers of entities associated with the plurality of pointers; receiving a first request comprising a first identifier; identifying subset of the plurality of pointers from the database responsive to each pointer of the subset having a stored association with a first identification that matches the first identifier; responsive to identifying the subset of the plurality of pointers, establishing, via one or more pointers, a connection with a server hosting a set of web pages associated with the subset of the plurality of pointers; retrieving one or more images or videos from each of the set of web pages over the established connection; calculating a performance score for each of the one or more images or videos; and generating a record identifying the performance score for each of the one or more images or videos.

公开(公告)号：US11663811B2

公开(公告)日：2023-05-30

申请号：US17466820

申请日：2021-09-03

申请人： VIZIT LABS, INC.

发明人： Jehan Hamedi ,  Zachary Halloran ,  Elham Saraee

IPC分类号： G06V10/74 ,  G06V10/82 ,  G06F18/214 ,  G06F18/22

CPC分类号： G06V10/761 ,  G06F18/214 ,  G06F18/22 ,  G06V10/82

摘要： Embodiments may: select a set of training images; extract a first set of features from each training image of the set of training images to generate a first feature tensor for each training image; extract a second set of features from each training image to generate a second feature tensor for each training image; reduce a dimensionality of each first feature tensor to generate a first modified feature tensor for each training image; reduce a dimensionality of each second feature tensor to generate a second modified feature tensor for each training image; construct a first generative model representing the first set of features and a second generative model representing the second set of features of the set of training images; identify a first candidate image; and apply a regression algorithm to the first candidate image and each of the first generative model and the second generative model to determine whether the first candidate image is similar to the set of training images.

公开(公告)号：US20220058434A1

公开(公告)日：2022-02-24

申请号：US17466820

申请日：2021-09-03

申请人： VIZIT LABS, INC.

发明人： Jehan Hamedi ,  Zachary Halloran ,  Elham Saraee

IPC分类号： G06K9/62 ,  G06K9/46

摘要： Embodiments may: select a set of training images; extract a first set of features from each training image of the set of training images to generate a first feature tensor for each training image; extract a second set of features from each training image to generate a second feature tensor for each training image; reduce a dimensionality of each first feature tensor to generate a first modified feature tensor for each training image; reduce a dimensionality of each second feature tensor to generate a second modified feature tensor for each training image; construct a first generative model representing the first set of features and a second generative model representing the second set of features of the set of training images; identify a first candidate image; and apply a regression algorithm to the first candidate image and each of the first generative model and the second generative model to determine whether the first candidate image is similar to the set of training images.

公开(公告)号：US20240303965A1

公开(公告)日：2024-09-12

申请号：US18664173

申请日：2024-05-14

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： 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

申请人： VIZIT LABS, INC.

发明人： Elham Saraee ,  Zachary Halloran ,  Jehan Hamedi

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

CPC分类号： G06V10/761 ,  G06F16/438 ,  G06N3/045 ,  G06V10/40 ,  G06V10/82

摘要： 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.