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公开(公告)号：US20240005038A1
公开(公告)日：2024-01-04
申请号：US18174260
申请日：2023-02-24
Applicant: eBay Inc.
Inventor： Jiangbo Yuan , Robinson Piramuthu
IPC: G06F21/62 , G06N20/00 , G06V40/16 , G06V10/82 , G06F18/214
CPC classification number: G06F21/6254 , G06N20/00 , G06V40/169 , G06V40/172 , G06V10/82 , G06F18/214
Abstract: Methods for face detection to address privacy in publishing image datasets is described. A method may include face classification in an online marketplace. A server system may receive, from a seller user device, a listing including an image for the online marketplace. The server system may classify, by at least one processor that implement a distribution-balance trained machine learning model, each human face candidate within the image as being one of a private human face or a non-private human face. The server system may receive, from a buyer user device, a search query that is mapped to the listing in the online marketplace. The server system may transmit, to the buyer user device, a query response including the listing that includes the image determined to not include any private human faces or obscures any private human faces within the image based on the classifying.
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公开(公告)号：US11615644B2
公开(公告)日：2023-03-28
申请号：US16923969
申请日：2020-07-08
Applicant: eBay Inc.
Inventor： Jiangbo Yuan , Robinson Piramuthu
Abstract: Methods for face detection to address privacy in publishing image datasets is described. A method may include face classification in an online marketplace. A server system may receive, from a seller user device, a listing including an image for the online marketplace. The server system may classify, by at least one processor that implement a distribution-balance trained machine learning model, each human face candidate within the image as being one of a private human face or a non-private human face. The server system may receive, from a buyer user device, a search query that is mapped to the listing in the online marketplace. The server system may transmit, to the buyer user device, a query response including the listing that includes the image determined to not include any private human faces or obscures any private human faces within the image based on the classifying.
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公开(公告)号：US20220012471A1
公开(公告)日：2022-01-13
申请号：US16923969
申请日：2020-07-08
Applicant: eBay Inc.
Inventor： Jiangbo Yuan , Robinson Piramuthu
Abstract: Methods for face detection to address privacy in publishing image datasets is described. A method may include face classification in an online marketplace. A server system may receive, from a seller user device, a listing including an image for the online marketplace. The server system may classify, by at least one processor that implement a distribution-balance trained machine learning model, each human face candidate within the image as being one of a private human face or a non-private human face. The server system may receive, from a buyer user device, a search query that is mapped to the listing in the online marketplace. The server system may transmit, to the buyer user device, a query response including the listing that includes the image determined to not include any private human faces or obscures any private human faces within the image based on the classifying.
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