clean-fid icon indicating copy to clipboard operation
clean-fid copied to clipboard

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Results 36 clean-fid issues
Sort by recently updated
recently updated
newest added

UserWarning: A NumPy version >=1.16.5 and

Thanks for sharing this great work. I'm just wondering about the reasons behind resize the image per channel and not resizing it as 3 channels array. I'm referring to this...

I was trying to load a Generator from Progan implementation in pytorch. This generator receives a tensor of size `(batch_size, Z_DIM, 1, 1)` as input, where `Z_DIM` is the latent...

Dear all, I wonder whether this module can be applied to evaluate video quality. Thanks, Junyeong Ahn

/home/m11113013/.local/lib/python3.8/site-packages/scipy/__init__.py:138: UserWarning: A NumPy version >=1.16.5 and

Thank you for your great work!! It's really helpful. I wonder if we can calculate the fid between a numpy file (.npy) that contains an array in the shape (B,...

Replaced `linalg.sqrtm` with `linalg.fractional_matrix_power` to prevent numerical errors when computing the square root of sparse matrices. The previous method was causing very large complex values, especially when dealing with sparse...

Is the teaser figure depicting problems of downsampling still the same, given the new Pytorch 2.0 update? (i.e., is this issue the same for the current implementation of PyTorch bilinear...)....

Hi, this is just a fix for a minor typo in fid.py and utils.py where an argument was called `custom_image_tranform` while you expected to call it `custom_image_transform` I suppose. This...

Would be possible to add pre-computed statistics for MSCoco dataset?