mimicry
mimicry copied to clipboard
kwotsin
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Hi @kwotsin! Awesome work with this repo! Would it be possible for you to release the pre-trained discriminators too?
Hi, thanks for the excellent work. But I noticed that the test set is not available for evaluation, because you don't specify the `split` argument in the metrics functions. I...
Hi~ thanks for your great contribution! I have a question for the implementation of `Dblock` and `DBlockOptimized`. When I was trying to visualize the spectral norm of some layers, I...
Hi, thank you for your contributions! I found this repo really easy to follow. However, when I called `mmc.metrics.evaluate` to evaluate FID score, it turns out that the path to...
Hi! Thank you for your great contribution to this repo. Actually I found it really convenient to reproduce various GANs with the help of `mimicry`. However, when I read the...
I haven't tested whether this library works on Windows and Mac OS machines, and so will have to try them out and check for compatibility.
Hi! Thank you for creating this easy-to-use library! I was using your implementation of SSGAN to reproduce the original paper [https://arxiv.org/abs/1810.01365](https://arxiv.org/abs/1810.01365). As I read the original paper, the highest performing...
Looking at the official BigGAN implementation in Tensorflow, I found they use ConvTranspose2d for Upsample and Conv2d for Downsample in the ResNet block (e.g. [https://github.com/taki0112/BigGAN-Tensorflow/blob/master/ops.py#L159](https://github.com/taki0112/BigGAN-Tensorflow/blob/master/ops.py#L159)). I know that BigGAN implementations...
Thank you for your hard work on this library! Do you have any plans to add StyleGAN(2)? There are unofficial numerous PyTorch implementations (e.g. https://github.com/rosinality/stylegan2-pytorch) on GitHub.
Dear Kwotsin: Hi, When I use the dataset LSUN-Bedroom | Train | 128 x 128 The data is 128x128 size, right? So I changed the example file in https://github.com/kwotsin/mimicry/blob/master/examples/sngan_example.py the...
