cycleGAN : day2night

• This repository implemented day2night neural network using cycleGAN (https://arxiv.org/abs/1703.10593)

• This repo is compatible with tf_version >= 2.0 (using tf.keras)

• train and test code are using Google Colaboratory.

result

1. day -> night -> day ( X-> G(X) -> F( G(X) ) )

2. day -> night ( X -> G(X) )

Tip

If you want to using your own photo data taken by your own camera,
you must rotate yours by exif files info.
( see https://github.com/johansatge/jpeg-autorotate )

See also

• https://colab.research.google.com/drive/1PCKHheQ8GnabPCBT5y2JYHiixlCIMo7m#scrollTo=M5NvfqLUZaky

• https://colab.research.google.com/drive/14UiHI7H2AGMMIbFvgoAf41sKFINZqtmJ#scrollTo=XqOMbQcMWKfr

• https://colab.research.google.com/drive/1gzecEEw6Dqx3otpICxKDXmCnjkZJzhha#scrollTo=IkN9OuQCe8Hb

License

Project is published under the MIT licence. Feel free to clone and modify repo as you want, but don'y forget to add reference to authors :)