41 Open Source Celeba Software Projects
Free and open source celeba code projects including engines, APIs, generators, and tools.
Began Tensorflow 917 ⭐
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Celebamask Hq 1448 ⭐
A large-scale face dataset for face parsing, recognition, generation and editing.
Tf.gans Comparison 472 ⭐
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Pycadl 359 ⭐
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Pytorch Mnist Celeba Gan Dcgan 409 ⭐
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Pytorch Mnist Celeba Cgan Cdcgan 334 ⭐
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
Factorvae 195 ⭐
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Msg Gan V1 135 ⭐
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
Hologan Pytorch 56 ⭐
Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326
Celeba Hq Dataset Download 82 ⭐
Download CelebA-HQ dataset easily ! Create with docker or download from Google Drive.
Progressive Growing Torch 34 ⭐
Torch implementation of "PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION"
Cdcgan 41 ⭐
PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)
Gan Error Avoidance 23 ⭐
Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
Generative Models Collection 25 ⭐
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Dense EqUI Torch 12 ⭐
Torch7 implementation of Unsupervised object learning from dense equivariant image labelling
Style Vae 21 ⭐
Implementation of VAE and Style-GAN Architecture Achieving State of the Art Reconstruction
Infogan Cr 37 ⭐
[ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs
Interpretability By Parts 103 ⭐
Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)
Wae Wgan 11 ⭐
Reimplementation of Wasserstein Auto Encoder (WAE) with Wasserstein GAN based penalty D_Z in Tensorflow
Make Celeba Hq 11 ⭐
Supposed you've downloaded CelebA & CelebA-HQ dataset, and want to get HQ images from them.
Facial Attributes Classification 14 ⭐
Facial attributes classification based on MobileNet, a light weight deep neural network with CelebA cropped dataset. (based on Pytorch)