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Progressive_growing_of_gans ⭐ 5,717

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Stargan V2 ⭐ 3,185

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

[CVPR2020] Adversarial Latent Autoencoders

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

Iccv2019 Learningtopaint ⭐ 2,125

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

Neural Photo Editor ⭐ 1,928

A simple interface for editing natural photos with generative neural networks.

Celebamask Hq ⭐ 1,456

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

Pytorch_gan_zoo ⭐ 1,352

A mix of GAN implementations including progressive growing

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

Pggan Pytorch ⭐ 745

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Discogan ⭐ 702

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

Stargan Tensorflow ⭐ 693

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

Disentangling Vae ⭐ 668

Experiments for understanding disentanglement in VAE latent representations

Attgan Tensorflow ⭐ 591

AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)

Mxnet Face ⭐ 549

Using mxnet for face-related algorithm.

Pytorch Progressive_growing_of_gans ⭐ 485

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

Tf.gans Comparison ⭐ 474

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Bmsg Gan ⭐ 429

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

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Inpainting_gmcnn ⭐ 324

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Prog_gans_pytorch_inference ⭐ 312

PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot

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

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

Code for the paper "Adversarial Generator-Encoder Networks"

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Beta Vae ⭐ 262

Pytorch implementation of β-VAE

Spatial Transformer Gan ⭐ 260

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 👓 (CVPR 2018)

Spade Tensorflow ⭐ 251

Simple Tensorflow implementation of "Semantic Image Synthesis with Spatially-Adaptive Normalization" a.k.a. GauGAN, SPADE (CVPR 2019 Oral)

Began Pytorch ⭐ 247

Rfr Inpainting ⭐ 241

The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"

Realnessgan ⭐ 239

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

Attgan Pytorch ⭐ 231

AttGAN PyTorch Arbitrary Facial Attribute Editing: Only Change What You Want

Coco Gan ⭐ 230

COCO-GAN: Generation by Parts via Conditional Coordinating (ICCV 2019 oral)

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

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

Biggan Tensorflow ⭐ 198

Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

Efficient facial landmark detector

Face Sparnet ⭐ 187

Pytorch codes for "Learning Spatial Attention for Face Super-Resolution", TIP 2020.

Image Fine-grained Inpainting (Winner Award of ECCVW AIM 2020 Extreme Inpainting Track1&Track2)

Stargan V2 Tensorflow ⭐ 177

StarGAN v2 - Official Tensorflow Implementation (CVPR 2020)

Distancegan ⭐ 174

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

VQ-VAE implementation / pytorch

Code to reproduce results from the paper: "Compressed Sensing using Generative Models".

Tensorflowprojects ⭐ 164

Deep learning using tensorflow

Twostagevae ⭐ 160

Group_dro ⭐ 151

Distributionally robust neural networks for group shifts

Vae Celeba ⭐ 150

Variational auto-encoder trained on celebA . All rights reserved.

Faceattribute Fan ⭐ 146

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)

Infogan Pytorch ⭐ 143

PyTorch Implementation of InfoGAN

Genegan ⭐ 142

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

Variational_discriminator_bottleneck ⭐ 138

Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)

Lmdis Rep ⭐ 130

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

Net2net ⭐ 128

Network-to-Network Translation with Conditional Invertible Neural Networks

Ganimation_replicate ⭐ 126

An Out-of-the-Box Replicate of GANimation using PyTorch, pretrained weights are available!

Structureflow ⭐ 124

Code for paper "StructureFlow: Image Inpainting via Structure-aware Appearance Flow"

Hd Celeba Cropper ⭐ 120

To obtain high resolution face images from CelebA

LaFIn: Generative Landmark Guided Face Inpainting

Variational Autoencoder Pytorch ⭐ 114

Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset

Vae Gan Tensorflow ⭐ 112

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

Official PyTorch implementation of GDWCT (CVPR 2019)

Tf Exercise Gan ⭐ 109

Tensorflow implementation of different GANs and their comparisions

Perceptualgan ⭐ 106

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Regularized_autoencoders Rae ⭐ 104

Progressive_gans ⭐ 101

This is the code for "Generative Artificial Intelligence" By Siraj Raval on Youtube

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

Spatialattentiongan ⭐ 98

SaGAN PyTorch "Generative Adversarial Network with Spatial Attention for Face Attribute Editing"

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.

Deformingautoencoders Pytorch ⭐ 87

Pytorch code for DAE and IntrinsicDAE

Discogan Tensorflow ⭐ 82

An implementation of DiscoGAN in tensorflow

Dcgan_tensorflow ⭐ 79

Tensorflow implementation of "UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS"

Asng Nas ⭐ 79

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search

Homointerpgan ⭐ 78

Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation

Code for "Fast Context Adaptation via Meta-Learning"

Fixed Point Gan ⭐ 77

Official implementation of Fixed-Point GAN - ICCV 2019

Disrupting Deepfakes ⭐ 75

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

Semantic Image Inpainting ⭐ 72

Tensorflow implementation of Semantic Image Inpainting with Deep Generative Models

Code for the "Discriminative Regularization for Generative Models" paper.

Celeba Hq Modified ⭐ 68

Modified h5tool.py make user getting celeba-HQ easier

Variational Autoencoder with Arbitrary Conditioning

Chainer Glow ⭐ 68

Glow: Generative Flow with Invertible 1×1 Convolutions

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

MisGAN: Learning from Incomplete Data with GANs

Instance Level Facial Attributes Transfer

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Yolo Face ⭐ 63

use yolo v2 to train face detection model on CelebA dataset

Tensorflow code of Dist-GAN, GN-GAN and other GAN methods

Triangle Gan ⭐ 61

implementation for NIPS paper Triangle Generative Adversarial Networks

Keras Progressive_growing_of_gans ⭐ 58

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

Interpretability By Parts ⭐ 55

[CVPR 2020 Oral] Interpretable and Accurate Fine-grained Recognition via Region Grouping

Pa Gan Tensorflow ⭐ 54

PA-GAN Tensorflow, PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing

Chainer Dfi ⭐ 53

Implementation of Deep Feature Interpolation

Multimodal Vae Public ⭐ 52

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

Global And Local Attention Based Free Form Image Inpainting ⭐ 52

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

Spheregan Tensorflow ⭐ 52

Simple Tensorflow implementation of SphereGAN (CVPR 2019 Oral)

Face Attribute Prediction ⭐ 52

Face Attribute Prediction on CelebA benchmark with PyTorch Implementation

Face recognition using Keras

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