Top 107 image-generation open source projects

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

Open source 2D node-based raster/vector graphics editor (Photoshop + Illustrator + Houdini = Graphite)

Image-to-Image Translation in PyTorch

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.

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

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

StoryGAN: A Sequential Conditional GAN for Story Visualization

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

[ECCV 2020] XingGAN for Person Image Generation

Theano reimplementation of pixelCNN architecture

Code for TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures (SIGGRAPH 2019)

A PyTorch implementation of the paper: Specifying Object Attributes and Relations in Interactive Scene Generation

OpenMMLab Image and Video Editing Toolbox

PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)

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

Focal Frequency Loss for Generative Models

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

Official implementation of FQ-GAN

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

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

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

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

ICface: Interpretable and Controllable Face Reenactment Using GANs

Easy generative modeling in PyTorch.

Automates PWA asset generation and image declaration. Automatically generates icon and splash screen images, favicons and mstile images. Updates manifest.json and index.html files with the generated images according to Web App Manifest specs and Apple Human Interface guidelines.

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

Facial Expression Editing with Controllable Expression Intensity

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

PWA asset generator perfect with VueJS framework (but useful for all PWA!)

Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets

Discovering Interpretable GAN Controls [NeurIPS 2020]

PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

Image Caption and Text to Image papers.

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

Image-to-image translation with conditional adversarial nets

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

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

Easily create PDF and images in Symfony by converting html using webkit

Continious Generative Adversarial Network

Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

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

Pytorch implementation of MixNMatch

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

침착한 생성모델 학습기

A clean and readable Pytorch implementation of CycleGAN

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

Generative Adversarial Transformers

A collection of awesome resources image-to-image translation.

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

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

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Freezing generator for pseudo image translation