822 Open source projects that are alternatives of or similar to pytorch-gans

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Image-to-Image Translation in PyTorch

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

Image-to-image translation with conditional adversarial nets

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Interactive Image Generation via Generative Adversarial Networks

Toward Multimodal Image-to-Image Translation

DEPRECATED: Depth Map Estimation from Monocular Images

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

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

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

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

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

A clean and readable Pytorch implementation of CycleGAN

Awesome Generative Adversarial Networks with tensorflow

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Synthesizing and manipulating 2048x1024 images with conditional GANs

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Implementation of paper everybody dance now for Deep learning course project

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

Chainer implementation of recent GAN variants

An implementation of CycleGan using TensorFlow

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

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

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

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

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Bringing Old Photo Back to Life (CVPR 2020 oral)

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

Awesome GAN for Medical Imaging

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

Focal Frequency Loss for Generative Models

Page to PAGE Layout Analysis Tool

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

Semantic Image Inpainting

OpenMMLab Image and Video Editing Toolbox

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

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

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

chainer implementation of pix2pix

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

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

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery