Creative-Adversarial-Networks

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Hi all, I wonder if anyone encountered gradient explosion after training for a few epochs? I am trying to use the CAN losses on a sequence generation model. But, the...

HsiaoYingLu

Which version of python and other packages I should use?

Astatine-213-Tian

Correcting dataset

1

Resolving issue #29, corrected README with updated links for WikiArt dataset.

dharrison3

error when trying to run from scratch

1

I have been having difficulties training the model from scratch. After running 'bash experiments/train_can_paper.sh' from the CAN folder, I get this error which I am not sure how to fix:...

jonluntzel

wikiart dataset has moved

1

The new link is for the readme of the dataset is: https://github.com/cs-chan/ArtGAN/tree/master/WikiArt%20Dataset And the download link is: http://web.fsktm.um.edu.my/~cschan/source/ICIP2017/wikiart.zip

sdoria

Tensorflow Dataset API

1

Hi there, Have you guys considered using the TF Dataset API? https://www.tensorflow.org/programmers_guide/datasets#using_high-level_apis One thing that makes it really appealing is that you can easily set up input pipelines to remotely...

zacharynevin

ValueError: not enough values to unpack (expected 5, got 2)

2

I am trying to run this on windows 10. Python 3.6 64bit tensorflow-gpu 1.4.0 With wikiart in ./data/wikiart When runnning: `python main.py --epoch 25 --learning_rate .0001 --beta 0.5 --batch_size 16...

Ianmcmill

Mode-collapse issues

1

Besides acquiring the pretrained models, I was aiming to train a CAN model for myself to see the progress in learning but sadly, I've encountered mode-collapse issue at a fairly...

TTurbo0824

Hi, As I run 'bash experiments/train_can_paper.sh' and 'bash experiments/eval_can_paper.sh' with the provided code, I always get the same error below: ResourceExhaustedError (see above for traceback): OOM when allocating tensor of...

galoisgroupcn

Hello, I was trying to get a pretrained model for vanilla can via google drive but the folder was empty when I last checked like an hour ago. Could you...

TTurbo0824