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cgan's Introduction

itβ€˜s my CGAN and DCGAN code and results. And the performance is evaluated by Pytorch version of FID.

  • Train a model:

    python cgan_mnist.py --save_path mnist_results

    --save_path should be given.

  • Test a model:

    python cgan_mnist.py --save_path mnist_results --batch_size 1 

    If you want to compute FID, you need to set --batch_size 1.

    CGAN

    Datasets FID
    MNIST 27.7237
    CIFAR-10 280.0052

    DCGAN

    Datasets FID
    MNIST 14.4887
    CIFAR-10 21.0302
    CelebA

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