公开(公告)号：US12081913B2

公开(公告)日：2024-09-03

申请号：US18302714

申请日：2023-04-18

Applicant: eBay Inc.

Inventor： Shuai Zheng ,  Fan Yang ,  Mohammadhadi Kiapour ,  Qiaosong Wang ,  Japjit S. Tulsi ,  Robinson Piramuthu

IPC: H04N7/18 ,  G06F18/214 ,  G06N20/00 ,  G06Q30/0601 ,  G06Q30/08 ,  G06T7/60 ,  G06T11/60 ,  G06V10/10 ,  G06V20/20 ,  G06V30/194 ,  H04N23/63 ,  G06F3/04842 ,  G06F18/2431 ,  H04N23/61

CPC classification number: H04N7/185 ,  G06F18/214 ,  G06N20/00 ,  G06Q30/0623 ,  G06Q30/08 ,  G06T7/60 ,  G06T11/60 ,  G06V10/10 ,  G06V20/20 ,  G06V30/194 ,  H04N23/63 ,  G06F3/04842 ,  G06F18/2431 ,  G06Q30/0631 ,  G06Q30/0643 ,  G06T2210/16 ,  H04N23/61 ,  H04N23/631

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.

公开(公告)号：US20240004920A1

公开(公告)日：2024-01-04

申请号：US18228328

申请日：2023-07-31

Applicant: eBay Inc.

Inventor： Fan Yang ,  Ajinkya Gorakhnath Kale ,  Qiaosong Wang ,  Mohammadhadi Kiapour ,  Robinson Piramuthu

IPC: G06F16/532 ,  G06F16/50 ,  G06F16/583 ,  G06N3/084 ,  G06V10/46 ,  G06F18/2415 ,  G06F18/2113 ,  G06F18/2411 ,  G06N3/044 ,  G06N3/045 ,  G06V10/771 ,  G06N5/022

CPC classification number: G06F16/532 ,  G06F16/50 ,  G06F16/583 ,  G06N3/084 ,  G06V10/462 ,  G06F18/2415 ,  G06N7/01 ,  G06F18/2411 ,  G06N3/044 ,  G06N3/045 ,  G06V10/771 ,  G06N5/022 ,  G06F18/2113

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.

公开(公告)号：US20230409930A1

公开(公告)日：2023-12-21

申请号：US18459328

申请日：2023-08-31

Applicant: eBay Inc.

Inventor： Licheng Yu ,  Mohammadhadi Kiapour ,  Ajinkya Gorakhnath Kale ,  Robinson Piramuthu

IPC: G06N5/022 ,  G06V10/44 ,  G06V20/20 ,  G06V10/82 ,  G06F18/2413 ,  G06N3/044 ,  G06N7/01 ,  G06V10/764

CPC classification number: G06N5/022 ,  G06V10/454 ,  G06V20/20 ,  G06V10/82 ,  G06F18/24143 ,  G06N3/044 ,  G06N7/01 ,  G06V10/764 ,  G06T2207/20081

Abstract: Various embodiments use a neural network to analyze images for aspects that characterize the images, to present locations of those aspects on the images, and, additionally, to permit a user to interact with those locations on the images. For example, a user may interact with a visual cue over one of those locations to modify, refine, or filter the results of a visual search, performed on a publication corpus, that uses an input image (e.g., one captured using a mobile device) as a search query.

公开(公告)号：US11836777B2

公开(公告)日：2023-12-05

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: G06Q30/00 ,  G06Q30/0601 ,  G06F16/583 ,  G06F16/2452 ,  G06F16/2457 ,  G06F16/532 ,  G06N5/022 ,  G06N3/044 ,  G06N7/01 ,  G06N3/02

CPC classification number: G06Q30/0625 ,  G06F16/24522 ,  G06F16/24578 ,  G06F16/532 ,  G06F16/583 ,  G06N3/02 ,  G06N3/044 ,  G06N5/022 ,  G06N7/01

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.

公开(公告)号：US11704926B2

公开(公告)日：2023-07-18

申请号：US17523998

申请日：2021-11-11

Applicant: eBay Inc.

Inventor： Mohammadhadi Kiapour ,  Ajinkya Gorakhnath Kale ,  Robinson Piramuthu ,  Licheng Yu

IPC: G06V30/40 ,  G06F16/583 ,  G06F16/16 ,  G06V10/82 ,  G06V10/94 ,  G06N3/045 ,  G06N7/01 ,  H04L67/02 ,  H04L67/01 ,  H04L67/10

CPC classification number: G06V30/43 ,  G06F16/164 ,  G06F16/583 ,  G06F16/5838 ,  G06N3/045 ,  G06V10/82 ,  G06V10/95 ,  G06N7/01 ,  G06T2207/20081 ,  G06T2207/20084 ,  H04L67/01 ,  H04L67/02 ,  H04L67/10

Abstract: Example embodiments that analyze images to characterize aspects of the images rely on a same neural network to characterize multiple aspects in parallel. Because additional neural networks are not required for additional aspects, such an approach scales with increased aspects.

公开(公告)号：US11665320B2

公开(公告)日：2023-05-30

申请号：US17170549

申请日：2021-02-08

Applicant: eBay Inc.

Inventor： Shuai Zheng ,  Fan Yang ,  Mohammadhadi Kiapour ,  Qiaosong Wang ,  Japjit S. Tulsi ,  Robinson Piramuthu

IPC: G06V20/20 ,  G06T11/60 ,  H04N7/18 ,  G06Q30/08 ,  G06Q30/0601 ,  G06N20/00 ,  G06V10/10 ,  G06V30/194 ,  G06F18/214 ,  H04N23/63 ,  G06T7/60 ,  G06F18/2431 ,  H04N23/61 ,  G06F3/04842

CPC classification number: G06V20/20 ,  G06F18/214 ,  G06N20/00 ,  G06Q30/0623 ,  G06Q30/08 ,  G06T7/60 ,  G06T11/60 ,  G06V10/10 ,  G06V30/194 ,  H04N7/185 ,  H04N23/63 ,  G06F3/04842 ,  G06F18/2431 ,  G06Q30/0631 ,  G06Q30/0643 ,  G06T2210/16 ,  H04N23/61 ,  H04N23/631

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.

公开(公告)号：US11604951B2

公开(公告)日：2023-03-14

申请号：US17091851

申请日：2020-11-06

Applicant: eBay Inc.

Inventor： Fan Yang ,  Ajinkya Gorakhnath Kale ,  Qiaosong Wang ,  Mohammadhadi Kiapour ,  Robinson Piramuthu

IPC: G06K9/62 ,  G06F16/50 ,  G06F16/532 ,  G06F16/583 ,  G06N3/04 ,  G06N3/08 ,  G06V10/46 ,  G06N5/02 ,  G06N7/00 ,  G06N3/084 ,  G06N5/022

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.

公开(公告)号：US20220300536A1

公开(公告)日：2022-09-22

申请号：US17836796

申请日：2022-06-09

Applicant: eBay Inc.

Inventor： Luke Richard-Ivar Heine ,  Mohammadhadi Kiapour

IPC: G06F16/28 ,  G06N20/00 ,  G06F16/242 ,  G06N3/04 ,  G06F16/903 ,  G06F16/9032

Abstract: Aspects of the present disclosure relate to a network-based crowd assisted query system that includes a client device in communication with an application server executing the crowd assisted query system over a network. For example, the crowd assisted query system may be or include a group of one or more server machines. Users of the crowd assisted query system are presented with a graphical user interface (GUI) configured to receive queries that include data objects, wherein the data objects include representations of unidentified items of interest to the user. The data objects may include media content, such as graphical images as well as audio data, and in some example embodiments may further include text data describing the unidentified items.

公开(公告)号：US20220138251A1

公开(公告)日：2022-05-05

申请号：US17523998

申请日：2021-11-11

Applicant: eBay Inc.

Inventor： Mohammadhadi Kiapour ,  Ajinkya Gorakhnath Kale ,  Robinson Piramuthu ,  Licheng Yu

IPC: G06F16/583 ,  G06F16/16 ,  G06N3/04 ,  G06N3/08

Abstract: Example embodiments that analyze images to characterize aspects of the images rely on a same neural network to characterize multiple aspects in parallel. Because additional neural networks are not required for additional aspects, such an approach scales with increased aspects.

公开(公告)号：US20210103957A1

公开(公告)日：2021-04-08

申请号：US17107454

申请日：2020-11-30

Applicant: eBay Inc.

Inventor： Shuai Zheng ,  Mohammadhadi Kiapour ,  Nandini Ramakrishnan ,  Christophe Boudet ,  Fred Aye Zaw, JR.

IPC: G06Q30/02 ,  G06N20/00 ,  G06F40/186

Abstract: A machine is configured to generate in real time personalized online banner images for users based on data pertaining to user behavior in relation to an image of a product. For example, the machine receives a user selection indicating one or more data features associated with the user. The one or more data features include a data feature pertaining to user behavior in relation to an image of a product. The machine generates, using a machine learning algorithm, a data representation of the machine learning algorithm based on the one or more data features including the data feature pertaining to user behavior in relation to the image of the product. The data representation includes one or more data features pertaining to one or more characteristics of online banner images. The machine generates an online banner image for the user based on the data representation.