822 Open source projects that are alternatives of or similar to pytorch-gans

Training a MNIST classifier, and use it to compute inception score (ICP)

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

Tensorflow implementation of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

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

GAAL-based Outlier Detection

Deep learning codes and projects using Python

No description or website provided.

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

💤🖌️ AI making tiny Bitsy video games. Features an experimental generative structure inspired by GANs and Genetic Algorithms

An AI for Music Generation

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

Software that can autocomplete sketches as the user starts drawing.

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

🔥 OpenPose api wrapper in PyTorch.

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

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

A stable algorithm for GAN training

Stacked Generative Adversarial Networks

A PyTorch implementation for StyleGAN with full features.

InstaGAN: Instance-aware Image Translation (ICLR 2019)

SpecGAN - generate audio with adversarial training

A Survey on Text-to-Image Generation/Synthesis.

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

videos, lectures, blogs for Deep Learning

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

PyTorch Implementation for Neural Graph Collaborative Filtering

Personalized Fashion Recommendation and Generation

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

🎎 InfoGAN: Interpretable Representation Learning

Code for GAN2Shape (ICLR2021 oral)

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Discovering Interpretable GAN Controls [NeurIPS 2020]

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

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

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

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

A 1D toy example of optimizing a generative model using the WGAN-GP model.

Tensorflow implementation of generative adversarial imitation learning

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

Compute FID scores with PyTorch.

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

Generating Videos with Scene Dynamics. NIPS 2016.

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

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

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Anime Generation

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Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

Semi-supervised GAN in "Improved Techniques for Training GANs"

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥