Awesome Open Source

Programming Languages

Search results for python adversarial

1,325 search results found

Pytorch Gan ⭐ 15,262

PyTorch implementations of Generative Adversarial Networks.

The Gan Zoo ⭐ 13,546

A list of all named GANs!

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Paddlegan ⭐ 7,443

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Interactive Image Generation via Generative Adversarial Networks

Deepnude An Image To Image Technology ⭐ 3,404

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Dcgan_code ⭐ 3,196

Deep Convolutional Generative Adversarial Networks

Transfer Learning Library ⭐ 2,883

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Adversarial ⭐ 2,773

Code and hyperparameters for the paper "Generative Adversarial Networks"

Foolbox ⭐ 2,600

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Textattack ⭐ 2,597

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Alibi Detect ⭐ 2,010

Algorithms for outlier, adversarial and drift detection

Seqgan ⭐ 1,801

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Stackgan ⭐ 1,602

Taadpapers ⭐ 1,413

Must-read Papers on Textual Adversarial Attack and Defense

Attngan ⭐ 1,145

Imitation ⭐ 1,064

Clean PyTorch implementations of imitation and reward learning algorithms

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Deeprobust ⭐ 904

A pytorch adversarial library for attack and defense methods on images and graphs

Pix2pix Tensorflow ⭐ 877

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

Chainer Dcgan ⭐ 873

Chainer implementation of Deep Convolutional Generative Adversarial Network

Style Based Gan Pytorch ⭐ 860

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

Keras Adversarial ⭐ 842

Keras Generative Adversarial Networks

Texygen ⭐ 812

A text generation benchmarking platform

An information security preparedness tool to do adversarial simulation.

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

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

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.

Self Attention Gan ⭐ 722

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Discogan ⭐ 702

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

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.

Pytorch Rl ⭐ 638

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

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Speech Enhancement Generative Adversarial Network in TensorFlow

Auto Attack ⭐ 587

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

Openattack ⭐ 571

An Open-Source Package for Textual Adversarial Attack.

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Leakgan ⭐ 561

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Natural Adv Examples ⭐ 559

A Harder ImageNet Test Set (CVPR 2021)

Deep Active Learning ⭐ 553

Deep Active Learning

Simulated Unsupervised Tensorflow ⭐ 548

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

Deblur Gan ⭐ 535

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

Deep Pwning ⭐ 516

Metasploit for machine learning.

Imagenet Adversarial Training ⭐ 510

ImageNet classifier with state-of-the-art adversarial robustness

Imitation ⭐ 504

Code for the paper "Generative Adversarial Imitation Learning"

Face Aging Caae ⭐ 497

Age Progression/Regression by Conditional Adversarial Autoencoder

Text To Image ⭐ 488

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

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

Stackgan Pytorch ⭐ 457

Adversarial Frcnn ⭐ 445

A-Fast-RCNN (CVPR 2017)

Gan For Tabular Data ⭐ 442

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

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

Graphgallery ⭐ 440

GraphGallery is a gallery for benchmarking Graph Neural Networks.

Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Cyclegan Vc2 ⭐ 391

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

Gan Intro ⭐ 383

Graphgan ⭐ 381

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

A Pytorch Tutorial To Super Resolution ⭐ 380

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Sequence_gan ⭐ 377

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

Pokemon_gan ⭐ 376

This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube

Pytorch Domain Adaptation ⭐ 357

A collection of implementations of adversarial domain adaptation algorithms

Adversarial_autoencoder ⭐ 356

A wizard's guide to Adversarial Autoencoders

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

C Rnn Gan ⭐ 352

Implementation of C-RNN-GAN.

Imitation Learning ⭐ 344

Imitation learning algorithms

Segan_pytorch ⭐ 344

Speech Enhancement Generative Adversarial Network in PyTorch

Srgan Pytorch ⭐ 343

A simple and complete implementation of super-resolution paper.

Cifar10_challenge ⭐ 342

A challenge to explore adversarial robustness of neural networks on CIFAR10.

DAGAN: Data Augmentation Generative Adversarial Networks

Adversarial Face Attack ⭐ 338

Black-Box Adversarial Attack on Public Face Recognition Systems

Deep Learning ⭐ 333

深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……

Pytorch Srresnet ⭐ 328

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

Deraindrop ⭐ 325

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

Convex_adversarial ⭐ 318

A method for training neural networks that are provably robust to adversarial attacks.

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

Cppn Gan Vae Tensorflow ⭐ 316

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Pytorch Mnist Celeba Gan Dcgan ⭐ 302

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

Adversarial Natural Language Inference Benchmark

pytorch implementation of Domain-Adversarial Training of Neural Networks

A tensorflow implemenation of Christian et al's SRGAN(super-resolution generative adversarial network)

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Non Stationary_texture_syn ⭐ 281

Code used for texture synthesis using GAN

Pytorch Cnn Adversarial Attacks ⭐ 272

Pytorch implementation of convolutional neural network adversarial attack techniques

Beautygan ⭐ 270

transfer the makeup style of a reference face image to a non-makeup face

Code for the paper "Adversarial Generator-Encoder Networks"

Pytorch Adda ⭐ 264

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

Stargan Voice Conversion ⭐ 258

This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks

Related Searches

Python Dataset (14,792)

Python Docker (14,113)

Python Machine Learning (14,099)

Python Tensorflow (13,736)

Python Deep Learning (13,092)

Python Network (11,495)

Python Algorithms (10,033)

Python Natural Language Processing (9,064)

Python Artificial Intelligence (8,580)

Python Pytorch (7,877)

1-100 of 1,325 search results

Privacy | About | Terms | Follow Us On Twitter

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