965 Open source projects that are alternatives of or similar to Facegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

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

Generative Adversarial Networks in Keras

Pytorch deep learning face frontalization model

Composable GAN framework with api and user interface

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

SpecGAN - generate audio with adversarial training

Page to PAGE Layout Analysis Tool

DCGAN image generator 🖼️.

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

Focal Frequency Loss for Generative Models

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

An implementation of CycleGan using TensorFlow

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.

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

Compute FID scores with PyTorch.

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

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

A DCGAN to generate anime faces using custom mined dataset

Handwritten Chinese Characters Generation

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

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

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

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

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

Semantic Image Inpainting

Looking up a generative latent vectors from (face) reference images.

The implementation of Relativistic average GAN with Keras

An AI for Music Generation

Unsupervised anomaly detection with generative model, keras implementation

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

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

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

A large-scale face dataset for face parsing, recognition, generation and editing.

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

Image-to-image translation with conditional adversarial nets

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Privacy-preserving generative deep neural networks support clinical data sharing

A PyTorch implementation for StyleGAN with full features.

InstaGAN: Instance-aware Image Translation (ICLR 2019)

🎎 InfoGAN: Interpretable Representation Learning

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

A list of all named GANs!

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

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

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

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

Projecting images to latent space with StyleGAN2.

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

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

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

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

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

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

Spectral Normalization for Keras Dense and Convolution Layers

Awesome GAN for Medical Imaging

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

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