544 Open source projects that are alternatives of or similar to Pytorch-conditional-GANs

Code for GAN2Shape (ICLR2021 oral)

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

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

Everything about Generative Adversarial Networks

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Text to image synthesis using thought vectors

Stacked Generative Adversarial Networks

OpenMMLab Image and Video Editing Toolbox

this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

30 Days GANs Paper Reading

This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".

Generative Adversarial Networks and Autoencoders for 3D Shapes

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

Image-to-Image Translation in PyTorch

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

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

On the "steerability" of generative adversarial networks

Unsupervised anomaly detection with generative model, keras implementation

A sketch extractor for anime/illustration.

Tensorflow implementation of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Duke Natural Language Processing Winter School 2020

Software that can autocomplete sketches as the user starts drawing.

A PyTorch implementation for StyleGAN with full features.

Personalized Fashion Recommendation and Generation

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

🎎 InfoGAN: Interpretable Representation Learning

Page to PAGE Layout Analysis Tool

Generative Adversarial Networks in TensorFlow 2.0

Numerical Computation of Receptive Field in Pytorch

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

Anime Generation

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

PyTorch Impl. of Prediction Optimizer (to stabilize GAN training)

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

Focal Frequency Loss for Generative Models

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

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

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

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

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

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

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

chainer implementation of pix2pix

HashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night