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公开(公告)号：US20230259997A1
公开(公告)日：2023-08-17
申请号：US17581007
申请日：2022-01-21
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0603 , G06Q30/0643
摘要： Described herein is a method and system for collection creation. The collection is a curated selection of product and/services presented to an online consumer. The products or services are derived from an electronic catalogue of an online store. The collection creation system comprises a processor, a collection creation application module installed on the online store, a database repository of templates, and a memory containing instructions, when executed by the processor, configure the system to apply the templates to the electronic catalog to automatically create curated collections of product items; and to activate the create collections and display the collections to the online consumer. A curated collection consists of a set of defined parameters for a particular theme. Curated collections enable the retailer’s consumers to browse the inventory of the retailer in an intelligent and thematic manner.
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公开(公告)号：US20230214894A1
公开(公告)日：2023-07-06
申请号：US17723511
申请日：2022-04-19
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0603 , G06Q30/0643 , G06Q30/0623 , G06Q30/0631
摘要： Described herein is a method and system for collection creation. The collection is a curated selection of product and/or services from an electronic catalogue presented to an online consumer. A repository of templates is provided. The first set of attributes of the items of catalog is determined by an attribute classification model. In parallel, data relevant to items from media sources are extracted. Features are identified from the extracted data. A second set of preferred attributes from the identified features is identified. A common set of attributes amongst the first and second set of attributes is identified. Templates that match a minimum number of the template's attributes with the item's attributes are selected. The selected templates are applied to the items of electronic catalog to automatically create curated collections. Curated collections are activated and displayed to the online consumer on a user interface.
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公开(公告)号：US20230214902A1
公开(公告)日：2023-07-06
申请号：US17570320
申请日：2022-01-06
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0631 , G06Q30/0641
摘要： Described herein is a method and system for creating templates. Themes are identified based on textual and image processing of media, wherein each of the themes is one or a combination of entities such as occasions, events, festivals, and seasonal wear. An attribute classification model is applied and thereafter attributes are identified based on textual and image processing of the media. Themes(s) are mapped to the attributes to create a template(s), wherein a map is a rule connecting themes to attributes. The template comprises a theme and its associated attributes, and the values of the attributes. A similarity search model is applied to create an extended range of templates from an initial template. The template is not a product and does not have a state. An extended range of templates are stored in a database.
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公开(公告)号：US20230237768A1
公开(公告)日：2023-07-27
申请号：US17581035
申请日：2022-01-21
发明人： Bharat Vijay , Jayanth Vijayaraghavan , Arvind Prabhakar , Ayyar Arun Balavenkatasubramanian , Srihari Padmanaban Venkatesan
CPC分类号： G06V10/761 , G06T11/60 , G06V10/56 , G06V10/245 , G06V10/255 , G06V20/20 , G06T2200/24 , G06T2210/16
摘要： Described herein is a system and computer implemented method for finding similars for a selected clothing image amongst a set of clothing images in an electronic catalog in an online store serving online customers. An object detection model is applied to extract the clothing section within the clothing images to create a preprocessed image. A first machine learning model is applied on the preprocessed image(s) to convert the colors and textures of said preprocessed image into a first set of vector representations. A second machine learning model is applied on the preprocessed image(s) to convert the shapes of said preprocessed image into a second set of vector representations. Operations of mapping nearest vectors, matching attributes, sorting and ranking are performed, and thereafter similar images are displayed to the online customer.
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