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The Top 63 Celeba Open Source Projects on Github

Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
Celebamask Hq ⭐ 1,369
A large-scale face dataset for face parsing, recognition, generation and editing.
Began Tensorflow ⭐ 910
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Tf.gans Comparison ⭐ 474
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Disentangling Vae ⭐ 407
Experiments for understanding disentanglement in VAE latent representations
Pycadl ⭐ 355
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Pytorch Mnist Celeba Gan Dcgan ⭐ 302
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Beta Vae ⭐ 262
Pytorch implementation of β-VAE
Pytorch Mnist Celeba Cgan Cdcgan ⭐ 221
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
Gan Tutorial ⭐ 190
Simple Implementation of many GAN models with PyTorch.
Factorvae ⭐ 144
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Infogan Pytorch ⭐ 143
PyTorch Implementation of InfoGAN
Msg Gan V1 ⭐ 130
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
Hd Celeba Cropper ⭐ 120
To obtain high resolution face images from CelebA
Tf Exercise Gan ⭐ 109
Tensorflow implementation of different GANs and their comparisions
Celeba Hq Modified ⭐ 68
Modified h5tool.py make user getting celeba-HQ easier
Yolo Face ⭐ 63
use yolo v2 to train face detection model on CelebA dataset
Dcgan ⭐ 37
PyTorch implementation of DCGAN
Hologan Pytorch ⭐ 34
Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326
Progressive Growing Torch ⭐ 31
Torch implementation of "PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION"
Keras Face Recognition ⭐ 30
Who is your doppelgänger and more with Keras face recognition
Thatcher Effect Dataset Generator ⭐ 27
Apply Thatcher illusion on a set of face photos
Gan Error Avoidance ⭐ 26
Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
Celeba Hq Dataset Download ⭐ 26
Download CelebA-HQ dataset easily ! Create with docker or download from Google Drive.
Binary_gan_demo ⭐ 25
Cdcgan ⭐ 23
PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)
Dcgan Pytorch ⭐ 23
A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
Tensorflow_dcgan ⭐ 20
Study Friendly Implementation of DCGAN in Tensorflow
Began Pytorch ⭐ 18
Implementation of BEGAN in Pytorch and other interpolation experiments
Face_vae ⭐ 17
A VAE for CelebA
Infogan Cr ⭐ 15
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs, ICML 2020
Style Vae ⭐ 13
Implementation of VAE and Style-GAN Architecture Achieving State of the Art Reconstruction
Dcgan Celeba Pytorch Cpp ⭐ 12
DCGAN Implementation using PyTorch in both C++ and Python
Vae ⭐ 12
Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.
Dense Equi Torch ⭐ 12
Torch7 implementation of Unsupervised object learning from dense equivariant image labelling
Generative Models Collection ⭐ 12
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Wae Wgan ⭐ 9
Reimplementation of Wasserstein Auto Encoder (WAE) with Wasserstein GAN based penalty D_Z in Tensorflow
Cbegan ⭐ 9
A simple conditional version of the Boundary Equilibrium Generative Adversarial Networks (CBEGANs)
Vae_celeba ⭐ 8
Facial Attributes Classification ⭐ 6
Facial attributes classification based on MobileNet, a light weight deep neural network with CelebA cropped dataset. (based on Pytorch)
Face_gan ⭐ 5
An adversarial translator for CelebA
Began Pytorch ⭐ 5
Pytorch implementation of BEGAN(arxiv:1703.10717)
Face Completion.tf ⭐ 4
Face Completion
Tf_convolutional_autoencoder ⭐ 3
Convolutional autoencoder for encoding/decoding RGB images in TensorFlow with high compression ratio
Pytorch Celeba Facegan ⭐ 3
Deep convolutional conditional GAN implementation with CelebA dataset that allows for generation of custom faces according to textual input.
Make Celeba Hq ⭐ 3
Supposed you've downloaded CelebA & CelebA-HQ dataset, and want to get HQ images from them.
Ganiry ⭐ 3
Bald-to-Hairy Translation Using CycleGAN
Bsn ⭐ 2
Dcgan_celeba ⭐ 2
Example implementation of DCGAN on CelebA dataset in PyTorch
Dcgan ⭐ 1
Implementation of Deep Convolutional Generative Adversarial Networks in tensorflow and tensorlayer
Celeba_gan ⭐ 1
Face Generating using MLP GAN
Ai Workshop Polsl ⭐ 1
Generative Adversarial Networks ⭐ 1
Pytorch implementation of GANs and Denoising Autoencoder for MNIST and CelebA datasets
Progressive_gan ⭐ 1
Progressive Growing of GANS
Ebgan Pytorch ⭐ 1
Pytorch implementation of EBGAN(arxiv:1609.03126)
Wassersteingan ⭐ 1
Tensorflow Wasserstein GAN implementation with TFRecord data format. WGAN, WGAN-GP (gradient penalty), DCGAN and showing example usage with CelebA dataset.
Face_generation_gan ⭐ 1
Generative Adverserial Network for face generation using Tensorflow and DCGAN architecture
Ml Cse574 ⭐ 1
UB Machine Learning
Pytorch Image Classification ⭐ 1
Image classification for small size reolution with pyTorch
Context Encoder ⭐ 1
TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.
Gan Using Celeba Dataset ⭐ 1
Generative Adversarial Network using CelebA Dataset
Compressed Dnns Forget ⭐ 1
Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks
Hybrid Convolution Shortfuse ⭐ 0
shortfuse on CelebA dataset
1-63 of 63 projects

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Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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