stylegan-v

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FVD calculation is not deterministic

1

I was looking for the implementation of FVD for PyTorch and I came across your work. I really appreciate your effort in standardizing FVD calculation. I tried to run the...

waitingcheung

Hi! Thank you for you excellent work! I was just wondering if there was any update on the notebook release?

ndahlqvist

Large GPU memory consumption at the beginning of training

1

Hi, thanks for the great work! I run the code using 8 A100 GPU cards and find that the gpu memory consumption is extremely large at the first several ticks!...

zqh0253

Training Results in Videos with Spring Animation

5

Hi, We have a dataset where a liquid flowing in the water from right to left. We are trying to generate similar videos using StyleGAN-V. But the produced videos are...

CodeBlo

Low FVD scores and generating inverted samples?

10

For comparisons, I am training StyleGan-V on a relatively smaller dataset of faces (faces from the [how2sign](https://how2sign.github.io/) dataset). In particular, I am training StyleGan-V on 10,000 videos and each video...

skymanaditya1

Resume training causes output folder File exists error

1

Hi, I am trying to resume training a model from a pretrained experiment using the command python `src/infra/launch.py hydra.run.dir=. exp_suffix=my_experiment_name env=local dataset=ffs dataset.resolution=256 num_gpus=4 training.resume=latest`. The model understands that it...

skymanaditya1

MEAD results

3

Hi, you report MEAD results in the paper in the text and compare to MoCoGANHD but I can not find their numbers in the paper. Can you share the full...

jetory12

Looking forward for releasing the implementation!

6

Hello, I really appreciate your brilliant work on video generation! Could I know your plan to release the implementation? It will definitely help my future research 😃 Best, Subin

subin-kim-cv

Linearly spaced periods stated in Appendix B.3 is not correct

1

Your equation in Appendix B.3 states that the sigma vector is linearly spaced between omega_min and omega_max. However, your code in `src/training/motion.py` here implements frequencies as log-linearly spaced: ```python def...

johannwyh

Error: batch_size should be a positive integer value, but got batch_size=0

1

Hello guys, Thank you very much for your work. I'm trying to train my model based on my own dataset, but when running the training command it always fails with...

lweingart