412 Open source projects that are alternatives of or similar to Pytorch Studiogan

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

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

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Privacy-preserving generative deep neural networks support clinical data sharing

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

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

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

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

Spectral Normalization for Keras Dense and Convolution Layers

Pix2Pix Image translation using conditional generative adversarial network - sketch to face

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

A web porting for NVlabs' StyleGAN.

Disentangled Makeup Transfer with Generative Adversarial Network

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)

A Pytorch implementation of Stylegan2 with UNet Discriminator

Give a portrait face, move the gaze up

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

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

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

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

Handwritten Chinese Characters Generation

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

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

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

Tensorflow re-implementation of GAN for text summarization

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

in progress

SpecGAN - generate audio with adversarial training

GANs for time series generation in pytorch

videos, lectures, blogs for Deep Learning

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

Projecting images to latent space with StyleGAN2.

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

A list of all named GANs!

Toward Multimodal Image-to-Image Translation

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

Compute FID scores with PyTorch.

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

Conditional GAN for Anime face generation.

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

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

GAAL-based Outlier Detection

Image-to-image translation with conditional adversarial nets

Masking GAN - Image attribute mask generation

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Code for paper "SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis"

Composable GAN framework with api and user interface

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

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

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

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