GitHub topics: inception-score
toshas/torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
Language: Python - Size: 2.24 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 1,079 - Forks: 77
mseitzer/pytorch-fid
Compute FID scores with PyTorch.
Language: Python - Size: 109 KB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 3,643 - Forks: 529
w86763777/pytorch-image-generation-metrics
Pytorch implementation of common image generation metrics.
Language: Python - Size: 91.8 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 176 - Forks: 17
lzhbrian/metrics
IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.
Language: Python - Size: 37.1 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 123 - Forks: 23
KimRass/DDPM
PyTorch implementation of 'DDPM' (Ho et al., 2020) and training it on CelebA 64×64
Language: Python - Size: 626 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 9 - Forks: 0
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.
Language: Python - Size: 778 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0
kvpratama/gan_metrics
Metrics to evaluate GAN
Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2
tsc2017/Inception-Score
CPU/GPU/TPU implementation of the Inception Score
Language: Python - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 76 - Forks: 19
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.
Language: Python - Size: 641 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 2
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.
Language: Jupyter Notebook - Size: 3.77 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
michaelklachko/generative-models
Pytorch implementation of popular generative models
Language: Python - Size: 118 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
nirmal-25/Text-to-Image-GAN
Implementation of GAN-based text-to-image models for a comparative study on the CUB and COCO datasets
Language: Python - Size: 8.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
GongXinyuu/sngan.pytorch
An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.
Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 9
nnUyi/Inception-Score
Inception score for measuring quality of images generating from GAN
Language: Python - Size: 114 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 40 - Forks: 13
vrai-group/guided-infant-generation
GAN-based framework to generate depth images of infants from a desired image and pose
Language: Python - Size: 170 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
kozistr/gan-metrics
Lots of evaluation metrics for the generative adversarial networks in pytorch
Language: Python - Size: 59.6 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 3
