219 Open Source Gans Software Projects
Free and open source gans code projects including engines, APIs, generators, and tools.
Junyanz Cyclegan 11007 ⭐
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Faceswap Gan 3110 ⭐
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Neural Photo Editor 2033 ⭐
A simple interface for editing natural photos with generative neural networks.
Edge Connect 2185 ⭐
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Pytorch Generative Adversarial Networks 1421 ⭐
A very simple generative adversarial network (GAN) in PyTorch
Gans In Action 849 ⭐
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Gan Compression 938 ⭐
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Junyanz Von 516 ⭐
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Tf.gans Comparison 472 ⭐
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Mimicry 517 ⭐
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Fast Srgan 484 ⭐
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Contrastive Unpaired Translation 1321 ⭐
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Data Efficient Gans 983 ⭐
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Selectiongan 405 ⭐
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Shapematchinggan 362 ⭐
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
Generative_models_tutorial_with_demo 294 ⭐
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Text To Image Synthesis 328 ⭐
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Attentiongan 451 ⭐
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Rnn.wgan 253 ⭐
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"
Rewriting 505 ⭐
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
Sudharsan13296 Hands On Deep Learning Algorithms With Python 291 ⭐
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Fewshot_gan Unet3D 308 ⭐
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Finegan 268 ⭐
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Awesome Real World Rl 260 ⭐
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
Colorizing With Gans 227 ⭐
Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
Deep Math Machine Learning.ai 188 ⭐
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Cocosnet 293 ⭐
Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
Gazecorrection 153 ⭐
GazeCorrection: Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks
Generative_adversarial_networks_101 156 ⭐
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Energy_based_generative_models 129 ⭐
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Ylg 117 ⭐
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Tagan 96 ⭐
An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Deepfakecapsulegan 98 ⭐
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
A Pytorch Tutorial To Super Resolution 254 ⭐
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Socialways 96 ⭐
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)
Iseebetter 290 ⭐
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
Tools Generation Detection Synthetic Content 91 ⭐
Compilation of the state of the art of tools, articles, forums and links of interest to generate and detect any type of synthetic content using deep learning.
Facial_expression_transfer 70 ⭐
Real-time Facial Expression Transfer --> facial expression capture and reenactment via webcam
Cnn Paper2 106 ⭐
:art: :art: 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/
Capsgan 51 ⭐
Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks
Gans Collection.torch 53 ⭐
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)
Shared_colab_notebooks 116 ⭐
A Repo to store the Google Colaboratory Notebooks that I have created and shared
Affinegan 45 ⭐
PyTorch Implementation of "Facial Image-to-Video Translation by a Hidden Affine Transformation" in MM'19.
Hologan Pytorch 56 ⭐
Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326
C2gan 60 ⭐
[ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation
Smit 36 ⭐
Pytorch implemenation of Stochastic Multi-Label Image-to-image Translation (SMIT), ICCV Workshops 2019.
Anubhavshrimal Machine Learning 48 ⭐
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
Pathology Gan 60 ⭐
Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with Deep Learning (MIDL) 2020'
Performance Comparison Of Gan On Cifar 10 29 ⭐
Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10
Vishal V Stackgan 26 ⭐
TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.
Nishil07 Deep Learning Udacity 16 ⭐
This repository contains all the exercises and projects that I practised during the journey of my Udacity Nanodegree. This is a complete guide for the beginners to start their Deep Learning journey.
Generative_deep_learning 23 ⭐
Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)
Pose2vec 20 ⭐
A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.
Frvsr Gan 36 ⭐
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
Fusiongan 23 ⭐
PyTorch Implementation of FusionGAN paper: Generating a Fusion Image: One's Identity and Another's Shape (https://arxiv.org/abs/1804.07455)