SinGAN
SinGAN copied to clipboard
tamarott
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
Hello, sorry for my english because I'm french but I have an unexplained issue for me. When I execute this line : `python main_train.py --input_name colusseum.png ` for example, I...
Hello! First of all, congratulations on your paper getting the best ICCV paper, thank you for your contribution to GAN network research, and share your code. I have had the...
In the requirements.txt file no package versions are provided at the moment. This results in a runtime error when running the code in the environment created on the basis of...
The output of the SinGAN_generate function is not saved to a file in random_samples.py. It is necessary to add a single line with a call to imsave function from matplotlib.pyplot...
I've modified `calculate_sifid_given_paths(path1, path2, batch_size, cuda, dims, suffix)` slightly in `sifid_score.py` s.t. the function calculates `mu` and `sigma` of a **single real image** and claculate `mu` and `sigma` of **50...
This project has a bug that has kept it from running on versions of Pytorch 1.5 or after. I'm pretty sure this is because in Pytorch 1.5 one of the...
I am wondering about the application of image translation by SinGAN as discussed by @tamarott in: https://www.youtube.com/watch?v=j9id4UpN9BI&t=571s [](https://www.youtube.com/watch?v=j9id4UpN9BI&t=571s) How to modify code and achieve that similar output. Any help would...
I've tried several times to train different pictures, but every time the training will stop at scale 8 [1999/2000], but the preference at that scale is not good enough. How...