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tensorflow
Tooling for GANs in TensorFlow
Hi, this library doesn't seem to have a keras.Model. Keras is the main way many of us interact with TF, so it would be great to see here. The TF...
Thanks a lot for this project! Is there any possibility to add some models which are designed for generating HD images i.e. StyleGAN (StyleGAN2, StyleGAN2-ADA)? Thanks in advance!
Hello, I found a performance issue in the definition of `_sliced_wasserstein`, tensorflow_gan/python/eval/sliced_wasserstein.py, [`tf.shape(input=a)[1]`](https://github.com/tensorflow/gan/blob/38769f3330435badc695d2d5a997e024ac7390ba/tensorflow_gan/python/eval/sliced_wasserstein.py#L174) will calculated repeatedly during the program execution, resulting in reduced efficiency. I think it should be created...
NameError Traceback (most recent call last) in init_global_real_logits() 42 try: ---> 43 real_logits is not None 44 except NameError: NameError: name 'real_logits' is not defined During handling of the above...
Hello, hope you're staying safe and healthy! I believe back when `gan` used to be under `tensorflow/models/research`, it supported pix2pix directly. Was there a reason why it was removed? My...
As reported in issue #32 the method used is wrong. Should be `tf.random.normal` instead of `tf.random_normal`.
It's a great work. If I want to use L1 loss between the generated image by generator and the ground-truth image, but some images have ground-truth and some others don't....
This is in reference to issue #24. I was assigned to make the Tutorial Notebook compatible with Keras instead of the Estimator API. I've already made a new input batch...
Hi. I've tried running the TF-GAN Tutorial in Colab, and it's not working. Few errors (there are more...): ``` SyntaxError Traceback (most recent call last) /usr/local/lib/python3.6/dist-packages/tensorflow/python/autograph/pyct/parser.py in _attempt_to_parse_lambda_source(source, original_source, future_features,...
