frechet-inception-distance

There are 0 repository under frechet-inception-distance topic.

torch-fidelity
toshas / torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
evaluation frechet-inception-distance gan generative-model inception-score kernel-inception-distance metrics perceptual-path-length precision pytorch reproducibility reproducible-research
Language:Python 877
GaParmar / clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
computer-graphics computer-vision deep-learning fid fid-calculation fid-score frechet-distance frechet-inception-distance gan generative-adversarial-network image-generation image-manipulation pytorch
Language:Python 863
w86763777 / pytorch-gan-metrics
Pytorch implementation of common GAN metrics
fid frechet-inception-distance inception-score pytorch
Language:Python 133
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
bramtoula / vdna
Pytorch implementation of Visual DNA, an approach to represent and compare images.
computer-vision deep-learning frechet-inception-distance pytorch vdna dataset-comparison fid image-representation visual-dna image-comparison dataset-representation
Language:Python 32
songweige / content-debiased-fvd
[CVPR 2024] On the Content Bias in Fréchet Video Distance
diffusion-models evaluation-metrics frechet-distance frechet-inception-distance generative-adversarial-network generative-models video-generation video-generation-evaluation
Language:Python 25
matthias-wright / jax-fid
FID computation in Jax/Flax.
jax flax fid frechet-inception-distance
Language:Python 21
jleinonen / keras-fid
Frechet Inception Distance for Keras-based GANs
frechet-distance frechet-inception-distance generative-adversarial-networks keras
Language:Python 18
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
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
shantanu1109 / Coursera-DeepLearning.AI-GANs-Specialization
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
batch-normalization discriminator generative-adversarial-network generator pytorch conditional-gan dcgan sngan wasserstein-distance wgan inception-v3 frechet-inception-distance stylegan cyclegan gaugan patchgan pix2pix srgan unet
Language:Jupyter Notebook 7
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
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 5
talcron / frame-prediction-pytorch
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
wgan wgan-gp gan video-generation ivgan wasserstein-gan frechet-inception-distance
Language:Python 5
evenmn / pytorch-sfid
Computing the Sliding Fréchet Inception Distance between fake and real images with continous labels
sfid gan pytorch pytorch-fid frechet-distance frechet-inception-distance sliding-frechet-inception-distance cgan ccgan
Language:Python 3
mckellwoodland / fid-med-eval
Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".
adaptive adaptive-discriminator-augmentation dino frechet-distance frechet-inception-distance inceptionv3 resnet50 stylegan2 swav swin-transformer adaptive-pseudo-augmentation differentiable-augmentation
Language:Python 3
jajokine / CycleGAN-with-Claude-Monet-Paintings
Capturing the special characteristics of Claude Monet's paintings in order to turn ordinary pictures into similar style paintings
cyclegan frechet-inception-distance gan generative-adversarial-network image-to-image-translation monet-paintings painting-algorithm inception-resnet-v2 inception-v3 transfer-learning
Language:Jupyter Notebook 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
Escapist-007 / GAN
This 'Generative Adversarial Network' project was implemented in grad course CSE-676 : Deep Learning [Fall 2019 @UB_SUNY] Course Instructor : Sargur N. Srihari(https://cedar.buffalo.edu/~srihari/)
gan dcgan dcgan-keras sagan deep-convolutional-network self-attention mode-collapse wasserstein-gan fid-score frechet-inception-distance cifar10 nash-equilibrium spectral-normalization batch-normalization colab-notebook tensorflow keras conditional-gan
Language:Jupyter Notebook 1
TzeLun / DeepMelSpectrogramGenerator
The mel spectrogram generator using conditional WGAN-GP. For the mel spectrogram inverter, look up HiFi-GAN
audio-generation cgans deep-learning frechet-inception-distance gans generative-adversarial-network mel-spectrogram python pytorch wasserstein-gan wgan-gp
Language:Python 1
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
Russolves / Generative-Adversarial-Network-Pizzas-
A generative adversarial network engineered that utilizes a discriminator and a generator. The GAN can be trained using a Binary Cross Entropy Loss or a Wasserstein Distance Loss to generate replicate images based on input data.
binarycrossentropy generative-adversarial-network pytorch wasserstein-gan frechet-inception-distance
Language:Python 0
shreshtashetty / CycleGANPhototoMonet
Converting photos into Monet style paintings using CycleGANs with Differentiable Augmentation.
cyclegan style-transfer tensorflow2 frechet-inception-distance
Language:Jupyter Notebook 0