6516 Open source projects that are alternatives of or similar to Gan_steerability

The implementation of Relativistic average GAN with Keras

Solve captcha without manually labeling a training set

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

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

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

A stable algorithm for GAN training

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

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

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

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

DCGAN image generator 🖼️.

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

Spectral Normalization for Keras Dense and Convolution Layers

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

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

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

Privacy-preserving generative deep neural networks support clinical data sharing

Projecting images to latent space with StyleGAN2.

A list of all named GANs!

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

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/

Awesome GAN for Medical Imaging

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

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

Code for "A-NICE-MC: Adversarial Training for MCMC"

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

Handwritten Chinese Characters Generation

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

Semantic Image Inpainting

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

DCGAN face generator 🧑.

🎎 InfoGAN: Interpretable Representation Learning

StarNet

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

Page to PAGE Layout Analysis Tool

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

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

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

Generative Adversarial Networks and Autoencoders for 3D Shapes

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

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

Focal Frequency Loss for Generative Models

A PyTorch implementation for StyleGAN with full features.

Unsupervised anomaly detection with generative model, keras implementation

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

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!)

A DCGAN that generate Cat pictures 🐱‍💻

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

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

코딩셰프의 3분 딥러닝, 케라스맛

Code for GAN2Shape (ICLR2021 oral)

Collection of generative models in Pytorch version.

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

A DCGAN to generate anime faces using custom mined dataset

Material for the tutorial: "Deep Diving into GANs: from theory to production"

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