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CycleGAN Results

These are results for some CycleGAN experiments.

To see all cyclegan options:

$ python -m smile.models.cyclegan.train --help
$ python -m smile.models.cyclegan.train \
    --x-train datasets/celeb/tfrecords/smiling/train/* \
    --x-test datasets/celeb/tfrecords/smiling/test/* \
    --y-train datasets/celeb/tfrecords/not_smiling/train/* \
    --y-test datasets/celeb/tfrecords/not_smiling/test/*

cyclegan

cyclegan

$ python -m smile.models.cyclegan.train \
    --x-train datasets/celeb/tfrecords/smiling/train/* \
    --x-test datasets/celeb/tfrecords/smiling/test/* \
    --y-train datasets/celeb/tfrecords/not_smiling/train/* \
    --y-test datasets/celeb/tfrecords/not_smiling/test/* \
    --lambda_cyclic 10.0

cyclegan

$ python -m smile.models.cyclegan.train \
    --x-train datasets/celeb/tfrecords/smiling/train/* \
    --x-test datasets/celeb/tfrecords/smiling/test/* \
    --y-train datasets/celeb/tfrecords/not_smiling/train/* \
    --y-test datasets/celeb/tfrecords/not_smiling/test/* \
    --lambda_cyclic 20.0

cyclegan

$ python -m smile.models.cyclegan.train \
    --x-train datasets/celeb/tfrecords/smiling/train/* \
    --x-test datasets/celeb/tfrecords/smiling/test/* \
    --y-train datasets/celeb/tfrecords/not_smiling/train/* \
    --y-test datasets/celeb/tfrecords/not_smiling/test/* \
    --adversarial_loss wgan-gp

cyclegan