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公开(公告)号:US12260509B2
公开(公告)日:2025-03-25
申请号:US18216583
申请日:2023-06-29
Applicant: eBay Inc.
Inventor: Jinrong Xie , Qiaosong Wang , Robinson Piramuthu
IPC: G06T19/20 , G06T3/4092 , G06T15/04 , G06T17/20 , G06T19/00
Abstract: A system receives image data associated with an item, where the image data comprising a view of the item from two or more angles; determines physical attributes of the item; generates a base model of the item; samples the base model to generate one or more sampled models, each of the one or more sampled models comprising a subset of the geometric data, the subset of the geometric data determined based on one or more device characteristics of one or more user devices that interface with the system; receives device characteristics of a user device associated with a request from the user device for the item; selects, based on the received device characteristics, a sampled model of the item; and transmits a data object comprising the selected sampled model to the user device to cause the user device to generate a three-dimensional rendering of the item.
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公开(公告)号:US20240161162A1
公开(公告)日:2024-05-16
申请号:US17985648
申请日:2022-11-11
Applicant: eBay Inc.
Inventor: Aditya Ramesh , Ali Shahrokni , James Dylan Hines , Marco Piccirilli , Qiaosong Wang , Antonio Haro
IPC: G06Q30/06
CPC classification number: G06Q30/0623 , G06Q30/0603
Abstract: A system may receive, from a client device, a user input indicating a product that is to be listed for sale via an online marketplace, and may transmit an instruction for the client device to capture a video of the product from a set of multiple perspectives including a reference perspective. The system may receive the video of the product, where the video includes a set of multiple image frames depicting the product from the set of multiple of perspectives. The system may extract a subset of image frames of the set of multiple of image frames that depict the product from one or more cardinal views, where the one or more cardinal views are determined relative to the reference perspective. The system may then generate an item listing for listing the product for sale via the online marketplace, where the item listing includes the subset of image frames.
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公开(公告)号:US20230343055A1
公开(公告)日:2023-10-26
申请号:US18216583
申请日:2023-06-29
Applicant: eBay Inc.
Inventor: Jinrong Xie , Qiaosong Wang , Robinson Piramuthu
CPC classification number: G06T19/20 , G06T3/4092 , G06T15/04 , G06T17/20 , G06T19/006 , G06T2200/08 , G06T2200/24 , G06T2219/004 , G06T2219/2016
Abstract: A system receives image data associated with an item, where the image data comprising a view of the item from two or more angles; determines physical attributes of the item; generates a base model of the item; samples the base model to generate one or more sampled models, each of the one or more sampled models comprising a subset of the geometric data, the subset of the geometric data determined based on one or more device characteristics of one or more user devices that interface with the system; receives device characteristics of a user device associated with a request from the user device for the item; selects, based on the received device characteristics, a sampled model of the item; and transmits a data object comprising the selected sampled model to the user device to cause the user device to generate a three-dimensional rendering of the item.
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公开(公告)号:US11659143B2
公开(公告)日:2023-05-23
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: H04N7/18 , G06T11/60 , G06Q30/08 , G06Q30/0601 , G06N20/00 , G06V20/20 , G06F18/214 , H04N23/63 , G06T7/60 , G06F18/2431 , H04N23/61 , G06F3/04842
CPC classification number: H04N7/185 , G06F18/214 , G06N20/00 , G06Q30/0623 , G06Q30/08 , G06T7/60 , G06T11/60 , G06V20/20 , 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.
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公开(公告)号:US20210158046A1
公开(公告)日:2021-05-27
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: 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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公开(公告)号:US20180285682A1
公开(公告)日:2018-10-04
申请号:US15475816
申请日:2017-03-31
Applicant: eBay Inc.
Inventor: Mahyar Najibi , Fan Yang , Qiaosong Wang , Robinson Piramuthu
CPC classification number: G06K9/4671 , G06F16/00 , G06K9/00664 , G06K9/6289 , G06N3/0454 , G06N3/084 , G06N5/022 , G06T7/11 , G06T7/194 , G06T2207/20084 , G06T2207/30242
Abstract: Methods, systems, and computer programs are presented for adding new features to a network service. An example method includes accessing an image from a user device to determine a salient object count of a plurality of objects in the image. A salient object count of the plurality of objects in the image is determined. An indicator of the salient object count of the plurality of objects in the image is caused to be displayed on the user device.
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公开(公告)号:US20180261001A1
公开(公告)日:2018-09-13
申请号:US15709997
申请日:2017-09-20
Applicant: eBay Inc.
Inventor: Qiaosong Wang , James Thomas Dowdell , Jinrong Xie , Robinson Piramuthu
Abstract: In various example embodiments, a system and method for integration of a three-dimensional model is disclosed. In one example embodiment, a method includes receiving a plurality of images, selecting points on the images and triangulating the points to generate a plurality of depth maps, generate a three-dimensional mesh by combining the plurality of depth maps, generating a three-dimensional model of the item by projecting the plurality of images onto the mesh using the points, calibrating colors used in the model using colors diffuse properties of the colors in the images, and providing a user interface allowing a user to select one or more user points on the three-dimensional model and provide additional information associated with the selected user points.
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公开(公告)号:US20180108066A1
公开(公告)日:2018-04-19
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
CPC classification number: G06Q30/0625 , G06F16/24522 , G06F16/24578 , G06F16/532 , G06F16/583 , G06N3/02 , G06N3/0445 , G06N5/022 , G06N7/005
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:US12243095B2
公开(公告)日:2025-03-04
申请号:US17896913
申请日:2022-08-26
Applicant: eBay Inc.
Inventor: Qiaosong Wang , Antonio Haro , Nitzan Mekel
IPC: G06T7/55 , G06N3/082 , G06Q30/0601 , G06T7/70 , G06T15/06 , G06T15/20 , G06T17/00 , G06T19/00 , G06V10/40 , G06V10/82 , G06V20/64
Abstract: An application server associated with an online marketplace may receive a set of images of an item, spatial information associated with each image of the set of images indicating a relative spatial location to the item for each image, and viewing direction information indicating a viewing direction relative to the item for each image. The application server may then generate a neural radiance field model of the item in a three dimensional space based on the set of images, the spatial information, and the viewing direction information, and may generate a set of spherical harmonics for the neural radiance field model based on predicting one or more spherical harmonic coefficients using the set of images, the spatial information, and the viewing direction information. The application server may then output a three dimensional model of the item generated based on the set of spherical harmonics.
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公开(公告)号:US12131449B2
公开(公告)日:2024-10-29
申请号:US18465643
申请日:2023-09-12
Applicant: eBay Inc.
Inventor: Qiaosong Wang
IPC: G06T7/194 , G06F18/24 , G06T3/4084 , G06T5/70 , G06T5/77
CPC classification number: G06T5/77 , G06F18/24 , G06T3/4084 , G06T5/70 , G06T7/194 , G06T2207/20084
Abstract: Methods, systems, and articles of manufacture, including computer program products, are provided for image cleanup. In some embodiments, there is provide a method which may include subsampling a first image to a first level image of a multiscale transform; performing, based on a machine learning model, an identification of a foreground portion of the first level image and a background portion of the first level image; generating, based on the identification of the foreground portion and the background portion, a first mask; upscaling the first mask to a resolution corresponding to the first image depicting the foreground item; applying the upscaled first mask to the first image to form a second image depicting the foreground item; and providing the second image depicting the foreground item to a publication system. Related systems and articles of manufacture, including computer program products, are also provided.
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