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公开(公告)号：US11928719B2
公开(公告)日：2024-03-12
申请号：US17543239
申请日：2021-12-06
IPC分类号： G06Q30/00 , G06F40/40 , G06Q30/0601 , H04L51/046
CPC分类号： G06Q30/0631 , G06F40/40 , G06Q30/0629 , H04L51/046
摘要： Methods, systems, and computer program products for facilitating user selection using trend-based joint embeddings are provided herein. A method includes obtaining a selection of an item in an online catalog; determining a compatible item of the plurality of items at least in part by providing the selected at least one item and at least one previously selected item corresponding to the user to a trend-based machine learning model, wherein the trend-based machine learning model is trained on historical data associated with the item in the online catalog and fine-tuned based on current trend data from multiple data sources; receiving feedback in response to outputting the at least one compatible item; identifying one or more attributes related to the at least one compatible item based on the feedback; and using the trend-based machine learning model to determine at least one additional compatible item based on the one or more attributes.
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公开(公告)号：US20220172168A1
公开(公告)日：2022-06-02
申请号：US17107061
申请日：2020-11-30
发明人： Kushagra Manglik , Vijay Ekambaram , Surya Shravan Kumar Sajja , Nupur Aggarwal , Vikas C. Raykar , Akshay Gugnani
IPC分类号： G06Q10/10 , G06F21/64 , G06Q50/04 , G06Q50/28 , G06Q10/06 , G06Q30/06 , G06Q50/18 , G06Q30/02
摘要： One embodiment provides a computer implemented method, including: creating a buyer and manufacturer virtual agent representing a buyer and manufacturer within a design supply chain; creating a designer virtual agent representing a designer within the design supply chain; detecting a conflict between design attributes preferred by the buyer and manufacturer and design attributes preferred by the designer for a product being designed by the designer; resolving, utilizing the buyer and manufacturer virtual agent and the designer virtual agent, the conflict via initiating a conversation between the buyer and manufacturer virtual agent and designer virtual agent to generate attribute suggestions for incorporation into the product; and presenting the attribute suggestions to the designer for incorporation into the product.
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公开(公告)号：US20210019579A1
公开(公告)日：2021-01-21
申请号：US16511487
申请日：2019-07-15
摘要： Methods, systems, and computer program products for generating search determinations for assortment planning and buying using visual sketches are provided herein. A computer-implemented method includes processing a query image by identifying one or more visual features in the query image and applying at least one nearest neighbor algorithm to the one or more identified visual features; identifying, from one or more databases, multiple images based at least in part on the processing; generating a result set by applying one or more smoothing algorithms to the multiple identified images; generating at least one sketch based at least in part on the result set; and outputting the at least one generated sketch to one or more users via a user interface.
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公开(公告)号：US11645308B2
公开(公告)日：2023-05-09
申请号：US16884776
申请日：2020-05-27
IPC分类号： G06F16/28 , G06F16/24 , G06F16/29 , A01B79/00 , G06F16/2458
CPC分类号： G06F16/285 , A01B79/005 , G06F16/2458 , G06F16/29
摘要： Methods, systems, and computer program products for customizing agricultural practices to maximize crop yield are provided herein. A computer-implemented method includes obtaining data pertaining to (i) a geographical area comprising a plurality of regions and (ii) one or more agricultural practices applied to the geographical area; assigning each of the plurality of regions to a respective cluster of a set clusters, based at least in part on comparing features identified in the data, wherein similar ones of said regions are assigned to the same cluster; generating instructions that are specific to a given cluster in the set, wherein the instructions relate to agricultural tasks to be performed on the regions assigned to the given cluster; and triggering, based on said instructions, one or more automated farming processing devices, thereby carrying out at least a portion of said agricultural tasks.
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公开(公告)号：US20220067610A1
公开(公告)日：2022-03-03
申请号：US17002400
申请日：2020-08-25
摘要： One embodiment provides a method, including: receiving information for each of a plurality of products; for each of the plurality of products: predicting a demand for the product; calculating a sustainability score, wherein the sustainability score is based upon a material composition of the product; and computing a similarity score, wherein the computing comprises comparing pairs of products within the plurality of products; generating a plurality of assortment choices from the plurality of products, wherein each of the plurality of assortment choices has a corresponding assortment demand value, assortment sustainability score, and assortment similarity score, wherein the generating comprises utilizing a multi-objective formulation based upon the predicted demand, the calculated sustainability score, and the computed similarity score; and providing the plurality of assortment choices to a user for selection.
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公开(公告)号：US20210019343A1
公开(公告)日：2021-01-21
申请号：US16511590
申请日：2019-07-15
IPC分类号： G06F16/58 , G06F16/532 , G06F16/538 , G06K9/62 , G06N3/04
摘要： Methods, systems, and computer program products for generating metadata for image-based querying are provided herein. A computer-implemented method includes processing a query image against a database by applying a deep learning visual model to the query image and images contained within the database; retrieving a set of multiple images from the database based on the processing; identifying subsets of images among the set of multiple images by analyzing metadata attribute values of the set of multiple images and nearest neighbor distance values between the query image and the multiple images in the set; determining one or more items of metadata attributable to the query image by processing metadata of the subsets of images; and outputting, to a user, the items of metadata in response to the query image.
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公开(公告)号：US20200311480A1
公开(公告)日：2020-10-01
申请号：US16367500
申请日：2019-03-28
发明人： Ashok Pon Kumar Sree Prakash , Ayushi Dalmia , Amith Singhee , Digbalay Bose , Sumanta Mukherjee , Raghavendra Singh , Vikas C. Raykar
IPC分类号： G06K9/62 , G06F16/56 , G06F16/532 , G06F16/51 , G06N3/08
摘要： A neural network based search system is provided. A first digital image is analyzed by a user device. A targeted object in the first digital image is determined based, at least in part, on (i) the characteristics of the first digital image and (ii) the features of the targeted object. A vector array is generated based, at least in part, on (i) the first digital image and (ii) the targeted object. The vector array is analyzed by the user device. The targeted object is determined based, at least in part, by the vector array. A plurality of digital images is identified based, at least in part, on the similarity of the plurality of digital images and (i) the first digital image and (ii) the targeted object responsive to identifying a plurality of digital images, a query processing is generated. The query map is generated on a user device.
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公开(公告)号：US20220188747A1
公开(公告)日：2022-06-16
申请号：US17123201
申请日：2020-12-16
摘要： Machine logic for selecting a given item for an inventory. This selection of the given item is based, at least in part, upon: (i) an amount of “ensembles” that include the item; (ii) relative popularity of “ensembles” that contain the item; and/or (iii) the relative profitability of ensembles that includes the item. This technology can be provided as part of assortment planning software for retail stores selling items such as: fashionable clothing, furniture sets, jewelry sets, and other types of items that are typically sold in ensembles and have subjective factors (like aesthetics) that play into the attractiveness of the ensemble considered as a whole.
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公开(公告)号：US11120073B2
公开(公告)日：2021-09-14
申请号：US16511590
申请日：2019-07-15
IPC分类号： G06F16/532 , G06N3/04 , G06K9/62 , G06F16/538 , G06F16/58
摘要： Methods, systems, and computer program products for generating metadata for image-based querying are provided herein. A computer-implemented method includes processing a query image against a database by applying a deep learning visual model to the query image and images contained within the database; retrieving a set of multiple images from the database based on the processing; identifying subsets of images among the set of multiple images by analyzing metadata attribute values of the set of multiple images and nearest neighbor distance values between the query image and the multiple images in the set; determining one or more items of metadata attributable to the query image by processing metadata of the subsets of images; and outputting, to a user, the items of metadata in response to the query image.
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公开(公告)号：US10949911B2
公开(公告)日：2021-03-16
申请号：US15825273
申请日：2017-11-29
摘要： A computer scans user data for upcoming events and identifies a potential gift giving event from these events using contextual information about the events to determine the events' nature. The computer identifies a plurality of event attendees and analyzes information about two or more of the event attendees. The computer groups a plurality of people into a group of potential gift collaborators, wherein the plurality of people is chosen from the plurality of attendees. The computer generates a first potential gift list. The computer analyzes gift giving abilities of the group members and selects, based partially upon the analysis, a gift giver. The computer generates a second potential gift list with detailed information about one or more potential gifts wherein the gifts are based partially on the first potential gift list. The computer provides at least a portion of the second potential gift list to the selected gift giver.
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