Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

✭ 2,656

python machine-learning pytorch artificial-intelligence generative-adversarial-network generative-model

Msg Net

Multi-style Generative Network for Real-time Transfer

✭ 152

lua deep-learning deep-neural-networks real-time generative-model style-transfer

Gretel Synthetics

Differentially private learning to create fake, synthetic datasets with enhanced privacy guarantees

✭ 147

python machine-learning tensorflow artificial-intelligence privacy generative-model

Conditional Gan

Anime Generation

✭ 141

python deep-learning tensorflow generative-adversarial-network generative-model

Semantic image inpainting

Semantic Image Inpainting

✭ 140

python deep-learning tensorflow image-processing gan generative-adversarial-network generative-model dcgan

Gesturegan

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

✭ 136

python deep-learning pytorch computer-vision generative-adversarial-network image-manipulation generative-model gans image-generation image-translation

First Order Model

This repository contains the source code for the paper First Order Motion Model for Image Animation

✭ 11,964

Jupyter Notebook python deep-learning generative-model motion-retargeting image-animation

Cramer Gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

✭ 123

python tensorflow generative-adversarial-network generative-model tensorflow-models generative tensorflow-experiments

Generative 3d Part Assembly

Generative 3D Part Assembly via Dynamic Graph Learning, NeurIPS 2020

✭ 123

python graphics generative-model

Scgen

Single cell perturbation prediction

✭ 122

python deep-learning bioinformatics generative-model

Net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

✭ 120

python pytorch generative-model gans lightning

Torch Gqn

PyTorch Implementation of Generative Query Network

✭ 118

python pytorch generative-model deepmind

Generative Evaluation Prdc

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

✭ 117

python deep-learning machine-learning generative-adversarial-network generative-model evaluation diversity

Paysage

Unsupervised learning and generative models in python/pytorch.

✭ 109

python machine-learning unsupervised-learning generative-model

Psgan

Periodic Spatial Generative Adversarial Networks

✭ 108

python jupyter-notebook machine-learning gan generative-model theano dcgan generative-adversarial-networks lasagne

Dmm

Deep Markov Models

✭ 103

jupyter-notebook deep-learning time-series generative-model

Spectralnormalizationkeras

Spectral Normalization for Keras Dense and Convolution Layers

✭ 100

jupyter-notebook deep-learning tensorflow keras gan deeplearning generative-adversarial-network generative-model cifar10

Giqa

Pytorch implementation of Generated Image Quality Assessment

✭ 100

python generative-model generative-adversarial-networks

Lggan

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

✭ 97

python pytorch gan generative-adversarial-network image-manipulation generative-model image-generation adversarial-learning image-translation local

Rnn Handwriting Generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

✭ 90

python deep-learning tensorflow rnn generative-model

Vae For Image Generation

Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets

✭ 87

python generative-model vae image-generation variational-autoencoder

Attend infer repeat

A Tensorfflow implementation of Attend, Infer, Repeat

✭ 82

python tensorflow computer-vision neural-networks rnn computer-graphics attention-mechanism attention generative-model vae

Generating Devanagari Using Draw

PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.

✭ 82

python deep-learning pytorch generative-model image-generation draw

Inr Gan

Adversarial Generation of Continuous Images [CVPR 2021]

✭ 81

python gan generative-model

Sem Pcyc

PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.

✭ 76

python generative-model

Markov Chain Gan

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

✭ 76

python tensorflow generative-adversarial-network generative-model

Dfc Vae

Variational Autoencoder trained by Feature Perceputal Loss

✭ 74

lua torch generative-model vae

Pytorch Pix2pix

Pytorch implementation of pix2pix for various datasets.

✭ 74

python pytorch gan generative-model unet pix2pix generative-adversarial-networks image-translation

Conditional Animegan

Conditional GAN for Anime face generation.

✭ 70

python deep-learning pytorch generative-adversarial-network anime generative-model generative-art

Torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

✭ 1,156

python python3 deep-learning machine-learning pytorch computer-vision neural-networks generative-model gans generative-adversarial-networks

Frechet Inception Distance

CPU/GPU/TPU implementation of the Fréchet Inception Distance

✭ 66

python deep-learning gan generative-model

Dlf

Code for reproducing results in "Generative Model with Dynamic Linear Flow"

✭ 65

python generative-model

Tars

A deep generative model library in Theano and Lasagne

✭ 61

python deep-learning generative-model theano lasagne

Vae protein function

Protein function prediction using a variational autoencoder

✭ 57

python jupyter-notebook machine-learning keras generative-model vae variational-autoencoder

Li emnlp 2017

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

✭ 56

python deep-learning neural-network natural-language-processing generative-model variational-autoencoder

Csgnet

CSGNet: Neural Shape parser for Constructive Solid Geometry

✭ 55

python machine-learning 3d-graphics generative-model computervision

Notes

The notes for Math, Machine Learning, Deep Learning and Research papers.

✭ 53

python deep-learning machine-learning computer-vision natural-language-processing reinforcement-learning optimization notes generative-model summary

Adain Style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

✭ 1,049

lua deep-learning generative-model style-transfer generative-art neural-style

Ligdream

Novel molecules from a reference shape!

✭ 47

python3 jupyter-notebook generative-model

Wavegan Pytorch

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

✭ 33

python gan generative-model

Pytorch Mnist Vae

✭ 32

jupyter-notebook deep-learning pytorch generative-model autoencoder mnist vae

Dcgan Pytorch

PyTorch Implementation of DCGAN trained on the CelebA dataset.

✭ 32

python pytorch computer-vision gan deeplearning generative-model dcgan implementation

Discogan Pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

✭ 961

jupyter-notebook pytorch gan unsupervised-learning generative-model

Ali Pytorch

Adversarially Learned Inference in Pytorch

✭ 27

python deep-learning generative-model

Simple Variational Autoencoder

A VAE written entirely in Numpy/Cupy

✭ 20

python machine-learning generative-model variational-autoencoder

Dcgan Tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

✭ 6,963

javascript python HTML CSS tensorflow gan generative-model dcgan

1-60 of 148 generative-model projects

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