CycleGAN-android

Style transfer on Android with CycleGAN in TensorFlow, applying remote inference on a php server using vanhuyz's implementation.

Pretrained models

My pretrained models: Monet, Cezanne, Ukyo-e, Vangogh.

Checkpoints: Monet, Cezanne, Ukyo-e, Vangogh.

Environment

• TensorFlow 1.0.0
• Python 3.6.0
• Android Studio
• MAMP

Currently it is not possible to import the .pb model directly into Android, nor convert it to .tflite because Tensorflow Mobile doesn't support the map_fn node yet.

Unsupported TensorFlow Lite Ops:

1. NonMaxSuppressionV2
2. TensorArrayGatherV3
3. TensorArrayReadV3
4. TensorArrayScatterV3
5. TensorArraySizeV3
6. TensorArrayV3
7. TensorArrayWriteV3

Result

Reference

• CycleGAN implementation: https://github.com/vanhuyz/CycleGAN-TensorFlow
• CycleGAN paper: https://arxiv.org/abs/1703.10593