High-fidelity performance metrics for generative models in PyTorch
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
Pytorch implementation of common image generation metrics.
[CVPR 2024] On the Content Bias in Fréchet Video Distance
IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.
Pytorch implementation of Visual DNA, an approach to represent and compare images.
This Repository Contains Solution to the Assignments of the Generative Adversarial Networks (GANs) Specialization from deeplearning.ai on Coursera Taught by Sharon Zhou, Eda Zhou, Eric Zelikman
Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".
Frechet Inception Distance for Keras-based GANs
[ICLR2025] Frechet Wavelet Distance: A metric to detect domain bias in Generative models.
A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.
CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on COVIDx CXR-3 dataset.
Lots of evaluation metrics for the generative adversarial networks in pytorch
PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64
Computing the Sliding Fréchet Inception Distance between fake and real images with continous labels
In this repository, the source code for the videos available in the 'MEDIOCRE_GUY' YouTube channel can be accessed.
Capturing the special characteristics of Claude Monet's paintings in order to turn ordinary pictures into similar style paintings
PyTorch implementation of WGAN-GP-based video generation. Includes functionality for measuring Frechet Video Distance and implementing recent research improvements of WGAN-GP. Read paper at https://github.com/talcron/frame-prediction-pytorch/blob/media/paper.pdf
Implementation of GAN-based text-to-image models for a comparative study on the CUB and COCO datasets
Add a description, image, and links to the frechet-inception-distance topic page so that developers can more easily learn about it.
To associate your repository with the frechet-inception-distance topic, visit your repo's landing page and select "manage topics."