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Dcgan Tensorflow ⭐ 6,761

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Stargan V2 ⭐ 3,185

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

[CVPR2020] Adversarial Latent Autoencoders

Celebamask Hq ⭐ 1,456

A large-scale face dataset for face parsing, recognition, generation and editing.

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

Discogan ⭐ 702

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

Pytorch Progressive_growing_of_gans ⭐ 485

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Bmsg Gan ⭐ 429

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Adversarially Learned Inference

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

Realnessgan ⭐ 239

Code for ICLR2020 paper 'Real or Not Real, that is the Question'

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.

Mobile Id ⭐ 180

Deep Face Model Compression

Tensorflowprojects ⭐ 164

Deep learning using tensorflow

Group_dro ⭐ 151

Distributionally robust neural networks for group shifts

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

Factorvae ⭐ 144

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

Lmdis Rep ⭐ 130

"Unsupervised Discovery of Object Landmarks as Structural Representations" Project page: http://www.ytzhang.net/projects/lmdis-rep/

Download Celeba Hq ⭐ 122

Python script to download the celebA-HQ dataset from google drive

LaFIn: Generative Landmark Guided Face Inpainting

Official PyTorch implementation of GDWCT (CVPR 2019)

Code for unsupervised learning of object landmarks as proposed in "Unsupervised Learning of Object Landmarks through Conditional Image Generation", Tomas Jakab*, Ankush Gupta*, Hakan Bilen, Andrea Vedaldi, Advances in Neural Information Processing Systems (NeurIPS) 2018.

Eccv16_attr2img ⭐ 90

Torch Implemention of ECCV'16 paper: Attribute2Image

Discogan Tensorflow ⭐ 82

An implementation of DiscoGAN in tensorflow

Fixed Point Gan ⭐ 77

Official implementation of Fixed-Point GAN - ICCV 2019

Semantic Image Inpainting ⭐ 72

Tensorflow implementation of Semantic Image Inpainting with Deep Generative Models

DeepSEE - A novel framework for Deep Disentangled Semantic Explorative Extreme Super-Resolution

Yolo Face ⭐ 63

use yolo v2 to train face detection model on CelebA dataset

Invertinggan ⭐ 61

Invert a pre-trained GAN model (includes code for training a GAN on celebA)

Keras Progressive_growing_of_gans ⭐ 58

Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Global And Local Attention Based Free Form Image Inpainting ⭐ 52

Official implementation of "Global and local attention-based free-form image inpainting"

Face Attribute Prediction ⭐ 52

Face Attribute Prediction on CelebA benchmark with PyTorch Implementation

Evolutionarygan ⭐ 48

Evolutionary Generative Adversarial Networks (E-GAN)

Deepfakedetection ⭐ 43

Ergan Pytorch ⭐ 38

Official code for "Unsupervised Eyeglasses Removal in the Wild"，👓🥽🕶

MTCNN-TensorFlow - Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Official PyTorch implementation of CIAGAN

Hologan Pytorch ⭐ 34

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

Dcgan Inpainting.torch ⭐ 33

Image completion with Torch

Thatcher Effect Dataset Generator ⭐ 32

Apply Thatcher illusion on a set of face photos

Face Hair Segmentation Dataset ⭐ 32

Face/Hair segmentation images dataset

Fcsr Gan ⭐ 31

Ebm_compositionality ⭐ 31

[NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models

Wgan Tensorflow ⭐ 30

Wasserstein GAN TensorFlow Implementation

Stargan Tensorflow ⭐ 29

Tensorflow implementation of StarGAN

Progressive_growing_of_gans ⭐ 28

This is a PyTorch implementation of the paper Progressive Growing Of GANS For Improved Quality, Stability, And Variation by Karras et al. Please Read README.md for generated samples and detailed info.

Ali Pytorch ⭐ 27

Adversarially Learned Inference in Pytorch

Celeba Hq Dataset Download ⭐ 26

Download CelebA-HQ dataset easily ! Create with docker or download from Google Drive.

Stargan2 ⭐ 23

Unofficial Pytorch version StarGAN v2

Gan Face Generator ⭐ 21

Generate Faces using GANs (Part of Udacity's DLFND)

DWC-GAN, ACM MM 2020.

Improved_wgan_training ⭐ 18

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

Celeba Cyclegan ⭐ 17

An implementation of cycle-gan that trains on celebA dataset

Pytorch Slim Cnn ⭐ 17

A pytorch implementation of SlimCNN for Facial Attribute Classification : https://arxiv.org/abs/1907.02157

Face Parsing Network ⭐ 17

PyTorch implementation of Face Parsing (based on semantic segmentation)

Matchgan ⭐ 15

Infogan Cr ⭐ 15

InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs, ICML 2020

Introvae ⭐ 15

A implement of PGGAN for tensorflow version(progressive growing GANs for improved quality, stability and variation)

Light Estimation ⭐ 12

Face Lighting estimation using GANs

Dsebimageinpainting ⭐ 11

Deep Structured Energy-Based Image Inpainting

Tensorflow implementation of Spatial VAE via Matrix-Variate Normal Distributions

Dcgan Tensorflow ⭐ 10

DCGAN TensorFlow Implementation

Keypatchgan ⭐ 10

[ECCV 2018] Unsupervised Holistic Image Generation from Key Local Patches

Stylegan2vp ⭐ 9

Implementation of WGAN-QC

Pytorch Madf ⭐ 9

Auxiliary Learning ⭐ 9

Experiments on auxiliary learning

Pioneer Networks

T-GD: Transferable GAN-generated Images Detection Framework. (ICML 2020)

Gen Overfitting Latent Recovery ⭐ 7

Stargan Modfiy ⭐ 7

Attngan Celeba ⭐ 7

Face Image Generation using AttnGAN with CelebA Dataset

Progressivegan ⭐ 6

Implementation of NVIDIA's Progressive Growing of GANs

Cdc Gan Pytorch ⭐ 6

Qd Coegan ⭐ 6

Code used in the experiments of the paper Exploring the Evolution of GANs through Quality Diversity https://gecco-2020.sigevo.org/

Cramer-Wold AutoEncoder

Tensorflow implementation of "Boundary Equilibrium Generative Adversarial Networks."(BEGAN) with prettytensor

Anime Face Faster Rcnn Da.pytorch ⭐ 6

Domain Adaptation for anime face detection

Celeba Classification ⭐ 5

Sketch Inversion ⭐ 5

MXNet implementation of [Convolutional Sketch Inversion](https://arxiv.org/abs/1606.03073)

unofficial implement of DMFN

Began Pytorch ⭐ 5

Pytorch implementation of BEGAN(arxiv:1703.10717)

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