690 Open source projects that are alternatives of or similar to IrwGAN

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

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

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

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

🎎 InfoGAN: Interpretable Representation Learning

Page to PAGE Layout Analysis Tool

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

A DCGAN to generate anime faces using custom mined dataset

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

A list of all named GANs!

Awesome GAN for Medical Imaging

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

Focal Frequency Loss for Generative Models

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

Unsupervised anomaly detection with generative model, keras implementation

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

A stable algorithm for GAN training

Collection of generative models in Pytorch version.

A collection of arbitrary text to image papers with code (constantly updating)

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.

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.

Pytorch implementation of BicycleGAN with implementation details

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

Handwritten Chinese Characters Generation

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

Using Machine Learning to predict the type of exercise from movement data

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

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

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

Projecting images to latent space with StyleGAN2.

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

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

Semantic Image Inpainting

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

Generative Adversarial Networks and Autoencoders for 3D Shapes

A PyTorch implementation for StyleGAN with full features.

Pytorch deep learning face frontalization model

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

Code for GAN2Shape (ICLR2021 oral)

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

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

DCGAN image generator 🖼️.

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

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

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

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

Image-to-Image Translation in PyTorch

On the "steerability" of generative adversarial networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Everything about Generative Adversarial Networks

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

Stochastic Adversarial Video Prediction

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Spectral Normalization for Keras Dense and Convolution Layers

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