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公开(公告)号：WO2022146707A1
公开(公告)日：2022-07-07
申请号：PCT/US2021/063823
申请日：2021-12-16
Applicant: SNAP INC.
Inventor： KOPPARAPU, Kavya Venkata Kota , DODSON, Benjamin , DRUDIS RIUS, Francesc, Xavier , KONG, Angus , LEIDER, Richard , REN, Jian , TULYAKOV, Sergey , YU, Jiayao
Abstract: Aspects of the present disclosure involve a system comprising a medium storing a program and method for machine-learning based selection of a representative video frame. The program and method provide for receiving a set of video frames; determining a first subset of frames by removing frames outside of an image quality threshold; determining a second subset by removing frames outside of an image stillness threshold; computing feature data for each frame in the second subset; providing, for each frame in the second subset, the feature data to a machine learning model (MLM), the MLM being configured to output a score for each frame in the second subset of frames based on the feature data, the MLM having been trained with a first set of images labeled based on aesthetics, and with a second set of images labeled based on image quality; and selecting a frame based on output scores.
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公开(公告)号：EP4272184A1
公开(公告)日：2023-11-08
申请号：EP21844129.3
申请日：2021-12-16
Applicant: Snap Inc.
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