inception-score

There are 1 repository under inception-score topic.

mseitzer / pytorch-fid
Compute FID scores with PyTorch.
deep-learning fid fid-score frechet-distance gan generative-adversarial-network inception-score pytorch
Language:Python 3128
torch-fidelity
toshas / torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
pytorch metrics gan generative-model evaluation inception-score frechet-inception-distance kernel-inception-distance perceptual-path-length precision reproducibility reproducible-research
Language:Python 889
w86763777 / pytorch-gan-metrics
Pytorch implementation of common GAN metrics
inception-score frechet-inception-distance pytorch fid
Language:Python 136
lzhbrian / metrics
IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.
inception fid is inception-score gan frechet-distance pytorch tensorflow metrics frechet-inception-distance commandline api
Language:Python 115
tsc2017 / Inception-Score
CPU/GPU/TPU implementation of the Inception Score
deep-learning gan generative-adversarial-network generative-model inception-score
Language:Python 79
GongXinyuu / sngan.pytorch
An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.
fid fid-score inception-score pytorch sngan spectral-normalization
Language:Python 45
nnUyi / Inception-Score
Inception score for measuring quality of images generating from GAN
gan inception-score
Language:Python 42
AliceAria / Performance-comparison-of-GAN-on-cifar-10
Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10
tensorflow acgan dragan gans infogan wgan-gp cifar-10 inception-score wgan performance-comparison
Language:Python 34
ChenLiu-1996 / GAN-evaluator
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.
fid gan inception-score deep-learning evaluator frechet-inception-distance generative-adversarial-network metrics dcgan fid-score generation pytorch pytorch-gan pytorch-implmention generative-model torchvision evaluation-framework evaluation-metrics svhn-dataset gan-evaluation
Language:Python 10
kvpratama / gan_metrics
Metrics to evaluate GAN
inception-score fid fid-score gan-metrics pytorch
Language:Python 8
kozistr / gan-metrics
Lots of evaluation metrics for the generative adversarial networks in pytorch
gan metrics gan-metrics pytorch inception-score frechet-inception-distance wasserstein-distance
Language:Python 7
CXR-ACGAN-chest-xray-generator-covid19-pneumonia
giocoal / CXR-ACGAN-chest-xray-generator-covid19-pneumonia
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.
ac-gan auxiliary-classifier-gan chest-xray-images chest-xrays chestxray14 covid-19 covidx-dataset cxr-lungs frechet-inception-distance generative-adversarial-network generative-models inception-score keras pneumonia t-sne tensorflow computer-vision deep-learning python data-augmentation
Language:Python 6
KimRass / DDPM
PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64
ddpm frechet-inception-distance pytorch celeba inception-score
Language:Python 6
michaelklachko / generative-models
Pytorch implementation of popular generative models
autoencoder fid generative-model inception-score pytorch vae vae-pytorch music-generation
Language:Python 2
nirmal-25 / Text-to-Image-GAN
Implementation of GAN-based text-to-image models for a comparative study on the CUB and COCO datasets
gan pytorch text-to-image coco cub frechet-inception-distance inception-score
Language:Python 2
vrai-group / guided-infant-generation
GAN-based framework to generate depth images of infants from a desired image and pose
gan depth-image cdcgan pose-generation preterm-infants generation-framework t-sne inception-score frechet-inception-distance
Language:Python 1
SelmaGuedidi / generating-images-with-dcgan
This GitHub repository contains an implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for image generation. With this project, you can generate stunning and realistic images using the power of deep learning.
celeba-dataset dcgan fashion-mnist-dataset fid inception-score mnist-dataset pytorch pytorch-ignite
Language:Jupyter Notebook 0