Automated content filtering using image retrieval models

    公开(公告)号:US12105755B1

    公开(公告)日:2024-10-01

    申请号:US17852063

    申请日:2022-06-28

    CPC classification number: G06F16/71 G06N20/00

    Abstract: Systems and techniques for retrieving video data associated with a selected attribute are described. The systems and techniques include receiving a multimodal input associated with the attribute for querying a catalog of video data to identify video data including the attribute. A first embedding is determined for the input using a first encoder to map the input to a representation space. A second embedding is determined for the video data to map the video data to the representation space. A similarity score is determined between the video data and the input based on a distance between the embeddings. The video data associated with the attribute may be selected based on the similarity score.

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