Awesome Open Source

Programming Languages

Search results for generative adversarial network

generative-adversarial-network x

2,936 search results found

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Musegan ⭐ 1,515

An AI for Music Generation

Data Augmentation Review ⭐ 1,499

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

Deepnude_official ⭐ 1,462

Transgan ⭐ 1,457

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

Celebamask Hq ⭐ 1,456

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

Bicyclegan ⭐ 1,443

Toward Multimodal Image-to-Image Translation

Ganimation ⭐ 1,432

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

Grenade ⭐ 1,430

Deep Learning in Haskell

Wgan Gp ⭐ 1,412

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Gigagan Pytorch ⭐ 1,406

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

Jojogan ⭐ 1,394

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

Hifi Gan ⭐ 1,376

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

Lightweight Gan ⭐ 1,368

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Pytorch_gan_zoo ⭐ 1,352

A mix of GAN implementations including progressive growing

Ganotebooks ⭐ 1,335

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Ganlab ⭐ 1,290

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Deep Learning With Cats ⭐ 1,258

Deep learning with cats (^._.^)

Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Animegan ⭐ 1,225

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

Torchgan ⭐ 1,218

Research Framework for easy and efficient training of GANs based on Pytorch

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Hypergan ⭐ 1,190

Composable GAN framework with api and user interface

Ganbreeder ⭐ 1,190

Breed and share images using biggan

Gansformer ⭐ 1,188

Generative Adversarial Transformers

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Repo 2017 ⭐ 1,146

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

Image Outpainting ⭐ 1,118

🏖 Keras Implementation of Painting outside the box

Cyclegan Tensorflow ⭐ 1,116

An implementation of CycleGan using TensorFlow

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Ctgan ⭐ 1,066

Conditional GAN for generating synthetic tabular data.

Gan Compression ⭐ 1,063

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Measures and metrics for image2image tasks. PyTorch.

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Bayesgan ⭐ 1,002

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Deblurganv2 ⭐ 977

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

End To End For Chinese Plate Recognition ⭐ 975

多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet

A machine learning library for detecting anomalies in signals.

Stylegan Encoder ⭐ 959

StyleGAN Encoder - converts real images to latent space

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Deepnude_nowatermark_withmodel ⭐ 937

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

Restyle Encoder ⭐ 935

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

Gans In Action ⭐ 929

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

Discogan Pytorch ⭐ 928

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

Began Tensorflow ⭐ 923

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Stylegan Nada ⭐ 916

Gangealing ⭐ 914

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022 Oral, Best Paper Finalist)

Giraffe ⭐ 908

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

Awesomeanimeresearch ⭐ 900

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

Melgan Neurips ⭐ 872

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

Cvpr2022 Dagan ⭐ 870

Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Tooling for GANs in TensorFlow

Enlightengan ⭐ 862

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

Keras Adversarial ⭐ 842

Keras Generative Adversarial Networks

Hyperstyle ⭐ 836

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

Tensorflow2 Generative Models ⭐ 833

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Dreampower ⭐ 830

DeepNude algorithm fork with improvements.

Sngan_projection ⭐ 829

GANs with spectral normalization and projection discriminator

Torch Fidelity ⭐ 820

High-fidelity performance metrics for generative models in PyTorch

Delving Deep Into Gans ⭐ 817

Generative Adversarial Networks (GANs) resources sorted by citations

Image To Image Papers ⭐ 815

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

Icml2016 ⭐ 803

Generative Adversarial Text-to-Image Synthesis

Instagan ⭐ 784

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Genforce ⭐ 781

GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Intro_dgm ⭐ 758

An Introduction to Deep Generative Modeling: Examples

Anycost Gan ⭐ 751

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Pggan Pytorch ⭐ 745

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

Clean Fid ⭐ 745

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Textgan Pytorch ⭐ 743

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Ad_examples ⭐ 738

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Gan_stability ⭐ 736

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

Self Attention Gan ⭐ 722

Twingan ⭐ 712

Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Differentiable Vector Graphics Rasterization

Cartoongan Tensorflow ⭐ 707

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Gansketching ⭐ 704

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

Srgan Tensorflow ⭐ 694

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Adversarial_video_generation ⭐ 685

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

Apdrawinggan ⭐ 684

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

Generative Ai ⭐ 677

[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

Context Encoder ⭐ 675

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

Pytorch Pretrained Biggan ⭐ 670

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

Pluralistic Inpainting ⭐ 662

[CVPR 2019]: Pluralistic Image Completion

Anime Inpainting ⭐ 655

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

Generative_deep_learning_2nd_edition ⭐ 652

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Videogan ⭐ 645

Generating Videos with Scene Dynamics. NIPS 2016.

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

Related Searches

Python Generative Adversarial Network (834)

Tensorflow Generative Adversarial Network (824)

Deep Learning Generative Adversarial Network (566)

Dataset Generative Adversarial Network (503)

Generative Adversarial Network Dcgan (480)

Machine Learning Generative Adversarial Network (480)

101-200 of 2,936 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.