Ronald Luc
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    Pix2pix

    Day ‒> night ; edges ‒> shoes ; landmarks ‒> face

    less than 1 minute read

    Photo credit: Ronald Luc
    Ronald Luc

    Ronald Luc

    Python & Cpp ML developer

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    Source: own work

    The pix2pix architecture is great for generating images from edges or 2D labels. It can easily change day into night, winter to summer etc. It’s limitations are high RAM demand and hard-to-train GAN model.

    Source: Image-to-Image Translation with Conditional Adversarial Networks

    Full paper: https://arxiv.org/pdf/1611.07004.pdf

    Tags: Architecture, GAN, Medium, Neural networks

    Categories: AI

    Updated: September 10, 2018

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