468 Open source projects that are alternatives of or similar to Munit

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

Unsupervised anomaly detection with generative model, keras implementation

Synthetic structured data generators

A Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"

Create Anime Characters with MakeGirlsMoe

An example of the paper "reconstructing faces from voices"

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

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Generative Adversarial Network for MNIST with tensorflow

A very simple generative adversarial network (GAN) in PyTorch

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

Ngx - Neural network based visual generator and mixer

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

🖼 A collection of high-quality anime faces.

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

Generate human faces with neural networks

Tensorflow Implementation of GAN modeling for sequential data

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Learning Chinese Character style with conditional GAN

DCGAN Implementation using PyTorch in both C++ and Python

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

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

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

CPU/GPU/TPU implementation of the Fréchet Inception Distance

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

A DCGAN to generate anime faces using custom mined dataset

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

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

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

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

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

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

Neural Paiters

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

A Conditional Generative Adverserial Network (cGAN) was adapted for the task of source de-noising of noisy voice auditory images. The base architecture is adapted from Pix2Pix.

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

An extremely simple generative adversarial network, built with TensorFlow

cGAN-based Multi Organ Nuclei Segmentation

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

Keras implementations of Generative Adversarial Networks.

Invert the color of MNIST images with PyTorch

StoryGAN: A Sequential Conditional GAN for Story Visualization

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

Integration between http4s & MUnit

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

Pytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"

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 summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

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

Gluon CV Toolkit

Comparison of Generative Models in Tensorflow

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

Generative Adversarial Text to Image Synthesis / Please Star -->

Human Video Generation Paper List

People removal in images using Pix2Pix and YOLO.

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.