All Projects → leebebeto → pytorch-GAN

leebebeto / pytorch-GAN

Licence: MIT license
My pytorch implementation for GAN

Programming Languages

python
139335 projects - #7 most used programming language
shell
77523 projects

Projects that are alternatives of or similar to pytorch-GAN

Cramer Gan
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
Stars: ✭ 123 (+925%)
Mutual labels:  generative-adversarial-network, generative-model
coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Stars: ✭ 277 (+2208.33%)
Mutual labels:  generative-adversarial-network, generative-model
Gesturegan
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Stars: ✭ 136 (+1033.33%)
Mutual labels:  generative-adversarial-network, generative-model
Lggan
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Stars: ✭ 97 (+708.33%)
Mutual labels:  generative-adversarial-network, generative-model
Triple Gan
See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
Stars: ✭ 203 (+1591.67%)
Mutual labels:  generative-adversarial-network, generative-model
Spectralnormalizationkeras
Spectral Normalization for Keras Dense and Convolution Layers
Stars: ✭ 100 (+733.33%)
Mutual labels:  generative-adversarial-network, generative-model
Conditional Gan
Anime Generation
Stars: ✭ 141 (+1075%)
Mutual labels:  generative-adversarial-network, generative-model
Cadgan
ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.
Stars: ✭ 19 (+58.33%)
Mutual labels:  generative-adversarial-network, generative-model
Neuralnetworks.thought Experiments
Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
Stars: ✭ 199 (+1558.33%)
Mutual labels:  generative-adversarial-network, generative-model
Dragan
A stable algorithm for GAN training
Stars: ✭ 189 (+1475%)
Mutual labels:  generative-adversarial-network, generative-model
Markov Chain Gan
Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)
Stars: ✭ 76 (+533.33%)
Mutual labels:  generative-adversarial-network, generative-model
Sgan
Stacked Generative Adversarial Networks
Stars: ✭ 240 (+1900%)
Mutual labels:  generative-adversarial-network, generative-model
Conditional Animegan
Conditional GAN for Anime face generation.
Stars: ✭ 70 (+483.33%)
Mutual labels:  generative-adversarial-network, generative-model
Generative Evaluation Prdc
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
Stars: ✭ 117 (+875%)
Mutual labels:  generative-adversarial-network, generative-model
Mnist inception score
Training a MNIST classifier, and use it to compute inception score (ICP)
Stars: ✭ 25 (+108.33%)
Mutual labels:  generative-adversarial-network, generative-model
Semantic image inpainting
Semantic Image Inpainting
Stars: ✭ 140 (+1066.67%)
Mutual labels:  generative-adversarial-network, generative-model
Alae
[CVPR2020] Adversarial Latent Autoencoders
Stars: ✭ 3,178 (+26383.33%)
Mutual labels:  generative-adversarial-network, generative-model
Seqgan
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Stars: ✭ 502 (+4083.33%)
Mutual labels:  generative-adversarial-network, generative-model
Stylegan2 Pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Stars: ✭ 2,656 (+22033.33%)
Mutual labels:  generative-adversarial-network, generative-model
Wgan
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
Stars: ✭ 228 (+1800%)
Mutual labels:  generative-adversarial-network, generative-model

Pytorch implementation for GAN

Generative Models

Variational Auto Encoders

Alt text

Generative Adversarial Networks

Alt text

Conditional Generative Adversarial Networks (cGAN)

Random gif Certain numbers
Alt text Alt text

Conditional Image Synthesis with Auxiliary Classifier GANs (ACGAN)

Alt text

Deep-Convolutional Generative Adversarial Networks (DCGAN) - MNIST & CIFAR10

MNIST CIFAR10 - dog CIFAR10 - bird
Alt text
CIFAR10 - airplane CIFAR10 - cat CIFAR10-automobile

CycleGAN

Vangogh (original) Picture (original) Vangogh2Picture Picture2Vangogh

StarGAN

Original Black Hair Blonde Hair Brown Hair Male Young

STGAN

Original Mouth closed
Original Male
Original Male, Mustache
Original Male, Mustache, Old
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].