398 Open source projects that are alternatives of or similar to Defensegan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

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

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

GAAL-based Outlier Detection

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

OpenMMLab Image and Video Editing Toolbox

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

Reconstruction of three-dimensional porous media using generative adversarial neural networks

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

SpecGAN - generate audio with adversarial training

Generative Adversarial Networks and Autoencoders for 3D Shapes

videos, lectures, blogs for Deep Learning

chainer implementation of pix2pix

Discovering Interpretable GAN Controls [NeurIPS 2020]

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Voice Conversion using Cycle GAN's For Non-Parallel Data

Awesome GAN for Medical Imaging

Toward Multimodal Image-to-Image Translation

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Compute FID scores with PyTorch.

Learning kernels to maximize the power of MMD tests

Conditional GAN for Anime face generation.

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

A PyTorch implementation for StyleGAN with full features.

Image-to-image translation with conditional adversarial nets

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

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

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Masking GAN - Image attribute mask generation

Composable GAN framework with api and user interface

🎎 InfoGAN: Interpretable Representation Learning

An implementation of CycleGan using TensorFlow

in progress

Generative Adversarial Networks in Keras

Generative adversarial training for generating synthetic tabular data.

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

A list of all named GANs!

Bringing Old Photo Back to Life (CVPR 2020 oral)

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

Official repository of JSI-GAN (Accepted at AAAI 2020).

Code for "A-NICE-MC: Adversarial Training for MCMC"

The codes of VAE-GAN model for 3d shape reconstruction from depth data

A DCGAN to generate anime faces using custom mined dataset

Code for paper "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis"

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Tensorflow implementation of generative adversarial imitation learning

DCGAN image generator 🖼️.

Pytorch deep learning face frontalization model

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

A web porting for NVlabs' StyleGAN.