398 Open source projects that are alternatives of or similar to Synthetic2realistic

implement infoGAN using pytorch

An example of the paper "reconstructing faces from voices"

DCGAN face generator 🧑.

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

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

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

Deploy and scale serverless machine learning app - in 4 steps.

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

Focal Frequency Loss for Generative Models

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

A PyTorch implementation for StyleGAN with full features.

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

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

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

Page to PAGE Layout Analysis Tool

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

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

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

A lightweight pix2pix Tensorflow implementation.

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

A list of all named GANs!

StarNet

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

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

Human Video Generation Paper List

Image Deblurring using Generative Adversarial Networks

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

🎎 InfoGAN: Interpretable Representation Learning

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

A DCGAN to generate anime faces using custom mined dataset

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

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

中文 预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"

Awesome GAN for Medical Imaging

An implementation of Pix2Pix in Tensorflow for use with frames from films

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

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

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

Unsupervised anomaly detection with generative model, keras implementation

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

Unsupervised Image-to-Image Translation

cGAN-based Multi Organ Nuclei Segmentation

Pytorch deep learning face frontalization model

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

Semantic Image Inpainting

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

pytorch implementation of "Mask-Guided Portrait Editing with Conditional GANs"

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

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

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

Generative Adversarial Networks and Autoencoders for 3D Shapes

A repository to keep track of all the code that I end up writing for my blog posts.