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The Top 81 Generative Model Open Source Projects
Categories
>
Machine Learning
>
Generative Model
First Order Model
⭐
10,942
This repository contains the source code for the paper First Order Motion Model for Image Animation
Dcgan Tensorflow
⭐
6,841
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Generative Models
⭐
6,490
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Jukebox
⭐
4,282
Code for the paper "Jukebox: A Generative Model for Music"
Tensorflow Generative Model Collections
⭐
3,734
Collection of generative models in Tensorflow
Alae
⭐
2,950
[CVPR2020] Adversarial Latent Autoencoders
Stylegan2 Pytorch
⭐
1,998
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Torchgan
⭐
1,161
Research Framework for easy and efficient training of GANs based on Pytorch
Adain Style
⭐
1,067
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Discogan Pytorch
⭐
963
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Began Tensorflow
⭐
906
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Delving Deep Into Gans
⭐
835
Generative Adversarial Networks (GANs) resources sorted by citations
Segan
⭐
666
Speech Enhancement Generative Adversarial Network in TensorFlow
Awesome Semi Supervised Learning
⭐
588
📜 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Simulated Unsupervised Tensorflow
⭐
557
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
Seqgan
⭐
509
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Pixel Rnn Tensorflow
⭐
479
in progress
Dancenet
⭐
472
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Sentence Vae
⭐
471
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Awesome Vaes
⭐
438
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Curated List Of Awesome 3d Morphable Model Software And Data
⭐
390
The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.
Texturize
⭐
370
🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.
Gran
⭐
320
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
Neuraldialog Cvae
⭐
283
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
Generative_models_tutorial_with_demo
⭐
282
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Sgan
⭐
241
Stacked Generative Adversarial Networks
Wgan
⭐
231
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
Tf Vqvae
⭐
229
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Deep Generative Models For Natural Language Processing
⭐
211
DGMs for NLP. A roadmap.
Triple Gan
⭐
204
See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
Neuralnetworks.thought Experiments
⭐
200
Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
Variational Ladder Autoencoder
⭐
197
Implementation of VLAE
Voxel Flow
⭐
193
Video Frame Synthesis using Deep Voxel Flow (ICCV 2017 Oral)
Dragan
⭐
188
A stable algorithm for GAN training
Vincent Ai Artist
⭐
177
Style transfer using deep convolutional neural nets
Vae_vampprior
⭐
174
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Mine Mutual Information Neural Estimation
⭐
173
A pytorch implementation of MINE(Mutual Information Neural Estimation)
Melnet
⭐
168
Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"
Disentangled Person Image Generation
⭐
159
Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"
Msg Net
⭐
153
Multi-style Generative Network for Real-time Transfer
Semantic_image_inpainting
⭐
144
Semantic Image Inpainting
Conditional Gan
⭐
142
Anime Generation
Gesturegan
⭐
138
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Net2net
⭐
128
Network-to-Network Translation with Conditional Invertible Neural Networks
Generative 3d Part Assembly
⭐
124
Generative 3D Part Assembly via Dynamic Graph Learning, NeurIPS 2020
Cramer Gan
⭐
123
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
Scgen
⭐
122
Single cell perturbation prediction
Torch Gqn
⭐
120
PyTorch Implementation of Generative Query Network
Generative Evaluation Prdc
⭐
118
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
Psgan
⭐
110
Periodic Spatial Generative Adversarial Networks
Giqa
⭐
110
Pytorch implementation of Generated Image Quality Assessment
Paysage
⭐
109
Unsupervised learning and generative models in python/pytorch.
Dmm
⭐
105
Deep Markov Models
Spectralnormalizationkeras
⭐
102
Spectral Normalization for Keras Dense and Convolution Layers
Lggan
⭐
101
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Inr Gan
⭐
101
Adversarial Generation of Continuous Images [CVPR 2021]
Rnn Handwriting Generation
⭐
91
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
Vae For Image Generation
⭐
90
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
Generating Devanagari Using Draw
⭐
83
PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.
Attend_infer_repeat
⭐
82
A Tensorfflow implementation of Attend, Infer, Repeat
Sem Pcyc
⭐
81
PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.
Markov Chain Gan
⭐
76
Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)
Pytorch Pix2pix
⭐
76
Pytorch implementation of pix2pix for various datasets.
Dfc Vae
⭐
74
Variational Autoencoder trained by Feature Perceputal Loss
Conditional Animegan
⭐
70
Conditional GAN for Anime face generation.
Frechet Inception Distance
⭐
66
CPU/GPU/TPU implementation of the Fréchet Inception Distance
Dlf
⭐
65
Code for reproducing results in "Generative Model with Dynamic Linear Flow"
Tars
⭐
60
A deep generative model library in Theano and Lasagne
Vae_protein_function
⭐
59
Protein function prediction using a variational autoencoder
Csgnet
⭐
57
CSGNet: Neural Shape parser for Constructive Solid Geometry
Li_emnlp_2017
⭐
56
Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet
Notes
⭐
53
The notes for Math, Machine Learning, Deep Learning and Research papers.
Ligdream
⭐
48
Novel molecules from a reference shape!
Srvp
⭐
40
Official implementation of the paper Stochastic Latent Residual Video Prediction
Pytorch Mnist Vae
⭐
36
Wavegan Pytorch
⭐
33
PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"
Dcgan Pytorch
⭐
33
PyTorch Implementation of DCGAN trained on the CelebA dataset.
Ali Pytorch
⭐
27
Adversarially Learned Inference in Pytorch
Mnist_inception_score
⭐
26
Training a MNIST classifier, and use it to compute inception score (ICP)
Simple Variational Autoencoder
⭐
22
A VAE written entirely in Numpy/Cupy
Cadgan
⭐
19
ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.
1-81 of 81 projects
Advertising
📦 10
All Projects
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📦 124
Applications
📦 192
Artificial Intelligence
📦 78
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📦 73
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📦 113
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📦 80
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📦 28
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📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210