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公开(公告)号：US20240037626A1
公开(公告)日：2024-02-01
申请号：US18481736
申请日：2023-10-05
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Fan Yang , Qiaosong Wang , Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06Q30/0601 , G06F16/583 , G06F16/2452 , G06F16/2457 , G06F16/532 , G06N5/022 , G06N3/044 , G06N7/01 , G06N3/02
CPC classification number: G06Q30/0625 , G06F16/583 , G06F16/24522 , G06F16/24578 , G06F16/532 , G06N5/022 , G06N3/044 , G06N7/01 , G06N3/02
Abstract: Systems, methods, and computer program products for identifying a relevant candidate product in an electronic marketplace. Embodiments perform a visual similarity comparison between candidate product image visual content and input query image visual content, process formal and informal natural language user inputs, and coordinate aggregated past user interactions with the marketplace stored in a knowledge graph. Visually similar items and their corresponding product categories, aspects, and aspect values can determine suggested candidate products without discernible delay during a multi-turn user dialog. The user can then refine the search for the most relevant items available for purchase by providing responses to machine-generated prompts that are based on the initial search results from visual, voice, and/or text inputs. An intelligent online personal assistant can thus guide a user to the most relevant candidate product more efficiently than existing search tools.
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公开(公告)号：US11804035B2
公开(公告)日：2023-10-31
申请号：US17512389
申请日：2021-10-27
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Fan Yang , Qiaosong Wang , Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06F16/583 , G06F16/51 , G06F16/248 , G06F16/2457 , G06F16/33 , G06V10/82 , G06V10/75 , G06F18/2411 , G06Q30/0601 , G06N3/044 , G06N7/01
CPC classification number: G06V10/82 , G06F16/248 , G06F16/24578 , G06F16/3344 , G06F16/51 , G06F16/5838 , G06F18/2411 , G06Q30/0643 , G06V10/758 , G06N3/044 , G06N7/01
Abstract: Systems, methods, and computer program products for identifying a candidate product in an electronic marketplace based on a visual comparison between candidate product image visual content and input query image visual content. Embodiments generate and store descriptive image signatures from candidate product images or selected portions of such images. A subsequently calculated visual similarity measure serves as a visual search result score for the candidate product in comparison to an input query image. Any number of images of any number of candidate products may be analyzed, such as for items available for sale in an online marketplace. Image analysis results are stored in a database and made available for subsequent automated on-demand visual comparisons to an input query image. The embodiments enable substantially real time visual based product searching of a potentially vast catalog of items.
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公开(公告)号：US20230018383A1
公开(公告)日：2023-01-19
申请号：US17949953
申请日：2022-09-21
Applicant: eBay Inc.
Inventor： Fan Yang , Ajinkya Gorakhnath Kale , Qiaosong Wang , Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06K9/62 , G06N3/08 , G06N3/04 , G06N5/02 , G06V10/46 , G06F16/50 , G06F16/583 , G06F16/532 , G06N7/00
Abstract: Methods, systems, and computer programs are presented for adding new features to a network service. A method includes receiving an image depicting an object of interest. A category set is determined for the object of interest and an image signature is generated for the image. Using the category set and the image signature, the method identifies a set of publications within a publication database and assigns a rank to each publication. The method causes presentation of the ranked list of publications at a computing device from which the image was received.
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公开(公告)号：US11551023B2
公开(公告)日：2023-01-10
申请号：US17019111
申请日：2020-09-11
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu , Fan Yang , Qiaosong Wang
IPC: G06K9/62 , G06F16/58 , G06N5/02 , G06V10/42 , G06V10/426 , G06V10/70 , G06V20/00 , G06V30/194 , G06N7/00 , G06Q30/06 , G06T11/20 , G06F3/0482
Abstract: In various example embodiments, a system and method for determining an item that has confirmed characteristics are described herein. An image that depicts an object is received from a client device. Structured data that corresponds to characteristics of one or more items are retrieved. A set of characteristics is determined, the set of characteristics being predicted to match with the object. An interface that includes a request for confirmation of the set of characteristics is generated. The interface is displayed on the client device. Confirmation that at least one characteristic from the set of characteristics matches with the object depicted in the image is received from the client device.
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公开(公告)号：US20210312180A1
公开(公告)日：2021-10-07
申请号：US17348010
申请日：2021-06-15
Applicant: eBay Inc.
Inventor： Shuai Zheng , Fan Yang , Mohammadhadi Kiapour , Qiaosong Wang , Japjit S. Tulsi , Robinson Piramuthu
IPC: G06K9/00 , H04N5/232 , G06T11/60 , H04N7/18 , G06Q30/08 , G06Q30/06 , G06K9/66 , G06N20/00 , G06K9/62 , G06K9/78 , G06T7/60
Abstract: Camera platform techniques are described. In an implementation, a plurality of digital images and data describing times, at which, the plurality of digital images are captured is received by a computing device. Objects of clothing are recognized from the digital images by the computing device using object recognition as part of machine learning. A user schedule is also received by the computing device that describes user appointments and times, at which, the appointments are scheduled. A user profile is generated by the computing device by training a model using machine learning based on the recognized objects of clothing, times at which corresponding digital images are captured, and the user schedule. From the user profile, a recommendation is generated by processing a subsequent user schedule using the model as part of machine learning by the computing device.
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Patent Agency Ranking
公开(公告)号：US20210224876A1
公开(公告)日：2021-07-22
申请号：US17221367
申请日：2021-04-02
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Fan Yang , Qiaosong Wang , Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06Q30/06 , G06F16/583 , G06F16/2452 , G06F16/2457 , G06F16/532 , G06N3/04 , G06N7/00 , G06N5/02 , G06N3/02
Abstract: Systems, methods, and computer program products for identifying a relevant candidate product in an electronic marketplace. Embodiments perform a visual similarity comparison between candidate product image visual content and input query image visual content, process formal and informal natural language user inputs, and coordinate aggregated past user interactions with the marketplace stored in a knowledge graph. Visually similar items and their corresponding product categories, aspects, and aspect values can determine suggested candidate products without discernible delay during a multi-turn user dialog. The user can then refine the search for the most relevant items available for purchase by providing responses to machine-generated prompts that are based on the initial search results from visual, voice, and/or text inputs. An intelligent online personal assistant can thus guide a user to the most relevant candidate product more efficiently than existing search tools.
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公开(公告)号：US11004131B2
公开(公告)日：2021-05-11
申请号：US15294765
申请日：2016-10-16
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Fan Yang , Qiaosong Wang , Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06Q30/00 , G06Q30/06 , G06F16/583 , G06F16/2452 , G06F16/2457 , G06F16/532 , G06N3/04 , G06N7/00 , G06N5/02 , G06N3/02
Abstract: Systems, methods, and computer program products for identifying a relevant candidate product in an electronic marketplace. Embodiments perform a visual similarity comparison between candidate product image visual content and input query image visual content, process formal and informal natural language user inputs, and coordinate aggregated past user interactions with the marketplace stored in a knowledge graph. Visually similar items and their corresponding product categories, aspects, and aspect values can determine suggested candidate products without discernible delay during a multi-turn user dialog. The user can then refine the search for the most relevant items available for purchase by providing responses to machine-generated prompts that are based on the initial search results from visual, voice, and/or text inputs. An intelligent online personal assistant can thus guide a user to the most relevant candidate product more efficiently than existing search tools.
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公开(公告)号：US20210004634A1
公开(公告)日：2021-01-07
申请号：US17019111
申请日：2020-09-11
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu , Fan Yang , Qiaosong Wang
IPC: G06K9/62 , G06F16/58 , G06N5/02 , G06K9/46 , G06K9/00 , G06K9/72 , G06K9/52 , G06K9/66 , G06N7/00 , G06Q30/06 , G06T11/20
Abstract: In various example embodiments, a system and method for determining an item that has confirmed characteristics are described herein. An image that depicts an object is received from a client device. Structured data that corresponds to characteristics of one or more items are retrieved. A set of characteristics is determined, the set of characteristics being predicted to match with the object. An interface that includes a request for confirmation of the set of characteristics is generated. The interface is displayed on the client device. Confirmation that at least one characteristic from the set of characteristics matches with the object depicted in the image is received from the client device.
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公开(公告)号：US20190057280A1
公开(公告)日：2019-02-21
申请号：US16169320
申请日：2018-10-24
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu , Fan Yang , Qiaosong Wang
Abstract: In various example embodiments, a system and method for determining an item that has confirmed characteristics are described herein. An image that depicts an object is received from a client device. Structured data that corresponds to characteristics of one or more items are retrieved. A set of characteristics is determined, the set of characteristics being predicted to match with the object. An interface that includes a request for confirmation of the set of characteristics is generated. The interface is displayed on the client device. Confirmation that at least one characteristic from the set of characteristics matches with the object depicted in the image is received from the client device.
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公开(公告)号：US20180157681A1
公开(公告)日：2018-06-07
申请号：US15832145
申请日：2017-12-05
Applicant: eBay Inc.
Inventor： Fan Yang , Qiaosong Wang , Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu
Abstract: Methods, systems, and computer programs are presented for adding new features to a network service. A method includes receiving an image depicting an object of interest or selection of such an image. The selection acts an anchor for subsequently displayed item images.
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