6552 Open source projects that are alternatives of or similar to Capsule Gan

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

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

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

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

DCGAN image generator 🖼️.

Projecting images to latent space with StyleGAN2.

The implementation of Relativistic average GAN with Keras

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

Privacy-preserving generative deep neural networks support clinical data sharing

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

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

Solve captcha without manually labeling a training set

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

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

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

On the "steerability" of generative adversarial networks

A stable algorithm for GAN training

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

Spectral Normalization for Keras Dense and Convolution Layers

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

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

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

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

An AI for Music Generation

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

Pytorch easy-to-follow Capsule Network tutorial

InstaGAN: Instance-aware Image Translation (ICLR 2019)

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

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

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

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

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

Generative Adversarial Networks in Keras

Diseases Detection from NIH Chest X-ray data

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

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.

An implementation of CycleGan using TensorFlow

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

Composable GAN framework with api and user interface

Neural Paiters

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

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

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

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

Image-to-image translation with conditional adversarial nets

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

Voice Conversion using Cycle GAN's For Non-Parallel Data

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

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

capsule networks that achieves outstanding performance on the German traffic sign dataset

Reconstruction of three-dimensional porous media using generative adversarial neural networks

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

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

Visualization of GAN training process

SpecGAN - generate audio with adversarial training

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