Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Lua
Updated Dec 11, 2018
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
Python
Updated Apr 2, 2019
A simple interface for editing natural photos with generative neural networks.
Python
Updated Mar 22, 2017
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Jupyter Notebook
Updated Apr 3, 2019
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning.
https://arxiv.org/abs/1901.00212
The author's officially unofficial PyTorch BigGAN implementation.
Python
Updated Apr 2, 2019
A very simple generative adversarial network (GAN) in PyTorch
Python
Updated Nov 27, 2018
Keras Implementation of Painting outside the box
Jupyter Notebook
Updated Mar 8, 2019
[NIPS 2017] Toward Multimodal Image-to-Image Translation
Python
Updated Mar 25, 2019
Research Framework for easy and efficient training of GANs based on Pytorch
📈 A curated list of Generative Adversarial Networks (GANs) resources sorted by reputation
Updated Feb 21, 2019
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Python
Updated Mar 9, 2018
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Python
Updated Mar 3, 2019
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Network…
Python
Updated Apr 11, 2018
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
Python
Updated Dec 20, 2018
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Advers…
Jupyter Notebook
Updated Jan 21, 2019
Depth Map Estimation from Monocular Images
Python
Updated Jan 21, 2019
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Python
Updated Feb 20, 2018
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms wri…
Jupyter Notebook
Updated Mar 15, 2019
Updated Mar 7, 2019
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Jupyter Notebook
Updated Mar 9, 2019
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversari…
Python
Updated Dec 14, 2018
Speech Enhancement Generative Adversarial Network in PyTorch
Python
Updated Mar 21, 2019
Grayscale Image Colorization with Generative Adversarial Networks.
https://arxiv.org/abs/1803.05400
Python
Updated Feb 21, 2019
The code of paper "GazeCorrection: Self-Guided Eye Manipulation in the wild using Generative Adversarial Networks"
Python
Updated Mar 29, 2019
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Python
Updated Jan 23, 2019
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)
Lua
Updated Oct 14, 2017
Implementation of the paper : "Toward Multimodal Image-to-Image Translation"
Python
Updated Feb 12, 2018
Unsupervised representation learning with CapsNet based Generative Adversarial Networks
Python
Updated Nov 27, 2018
Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors
Updated Mar 20, 2019