High resolution real-time artistic style transfer pipeline

    公开(公告)号:US12159366B2

    公开(公告)日:2024-12-03

    申请号:US17436298

    申请日:2020-03-12

    Applicant: GOOGLE LLC

    Abstract: Systems and methods are provided for receiving at least one image and a reference image, and performing a plurality of downscaling operations having separable convolutions on the received at least one image. A plurality of residual blocks may be formed, with each residual block containing two separable convolutions of the kernel and two instance normalizations. A plurality of upscaling operations may be performed on the plurality of residual blocks, and a stylized image may be displayed based on at least the performed plurality of upscaling operations and the reference image.

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