6516 Open source projects that are alternatives of or similar to Stylegan2 Projecting Images

Solve captcha without manually labeling a training set

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

The implementation of Relativistic average GAN with Keras

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

A stable algorithm for GAN training

由淺入深的深度學習資源 Collection of deep learning materials for everyone

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

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Synthetic Data Generation for tabular, relational and time series data.

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

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Discovering Interpretable GAN Controls [NeurIPS 2020]

DCGAN image generator 🖼️.

Privacy-preserving generative deep neural networks support clinical data sharing

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

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

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

On the "steerability" of generative adversarial networks

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Spectral Normalization for Keras Dense and Convolution Layers

Synthesizing and manipulating 2048x1024 images with conditional GANs

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

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

Awesome Generative Adversarial Networks with tensorflow

a tensorflow implementation of WGAN

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

深度学习入门教程, 优秀文章, Deep Learning Tutorial

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

A collection of deep learning tutorials using Tensorflow and Python

InstaGAN: Instance-aware Image Translation (ICLR 2019)

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

An AI for Music Generation

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

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

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

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

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

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

This toolbox is support material for the book on CNN (http://www.convolution.network).

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

An implementation of CycleGan using TensorFlow

Composable GAN framework with api and user interface

Neural Paiters

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

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

Image-to-image translation with conditional adversarial nets

Compute FID scores with PyTorch.

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

Visualization of GAN training process

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

This is the research product of the thesis manifold Learning of Latent Space Vectors in GAN for Image Synthesis. This has an application to the research, name a facial recognition system. The application was developed by consulting the FaceNet model.

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