Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

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python deep-learning machine-learning data-science deep-neural-networks interview-questions gans convolutional-networks cheat-sheets

Cartoonize

A demo webapp to convert images and videos into cartoon!

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python demo deeplearning webapp gans

Cocosnet

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

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python pytorch generative-adversarial-network image-manipulation gans image-translation

Colorizing With Gans

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

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python deep-learning generative-adversarial-network gans convolutional-networks colorization

Iseebetter

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python pytorch convolutional-neural-networks cnn gan generative-adversarial-network rnn unsupervised-learning recurrent-neural-networks resnet super-resolution video-processing gans

Biggan Pytorch

The author's officially unofficial PyTorch BigGAN implementation.

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python shell matlab deep-learning pytorch neural-networks gans biggan dogball

Deep Math Machine Learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

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jupyter-notebook machine-learning tensorflow natural-language-processing deep-neural-networks neural-networks word2vec gans logistic-regression linear-regression q-learning

Edge Connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

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python shell deep-learning pytorch generative-adversarial-network gans canny-edge-detection image-inpainting edgeconnect

Neural Photo Editor

A simple interface for editing natural photos with generative neural networks.

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python deep-learning machine-learning computer-vision convolutional-neural-networks gans interfaces

Aulas

Aulas da Escola de Inteligência Artificial de São Paulo

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python jupyter-notebook machine-learning data-science ai statistics gans linear-regression lstm-neural-networks

A Pytorch Tutorial To Super Resolution

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

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python pytorch gan generative-adversarial-network super-resolution gans pytorch-tutorial

Starnet

StarNet

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jupyter-notebook deep-learning tensorflow neural-network image-processing deep-neural-networks gan image-manipulation gans astronomy star pix2pix

Generative adversarial networks 101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

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jupyter-notebook deep-learning tensorflow keras gan generative-adversarial-network gans mnist dcgan generative-adversarial-networks cifar10 wgan

Fq Gan

Official implementation of FQ-GAN

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python pytorch tensorflow gans image-generation image-translation

Gesturegan

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

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python deep-learning pytorch computer-vision generative-adversarial-network image-manipulation generative-model gans image-generation image-translation

Ganspapercollection

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deep-learning pytorch tensorflow keras generative-adversarial-network medical-imaging torch gans theano tensorlayer

Cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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lua python shell TeX deep-learning computer-vision gan generative-adversarial-network computer-graphics image-manipulation torch gans image-generation pix2pix cyclegan

Icface

ICface: Interpretable and Controllable Face Reenactment Using GANs

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python pytorch animation deeplearning face gans image-generation

Gdwct

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

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python pytorch computer-vision gan gans generative-adversarial-networks image-translation

Net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

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python pytorch generative-model gans lightning

3d Recgan

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

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python generative-adversarial-network 3d-reconstruction gans

Energy based generative models

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

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python pytorch gans generative-adversarial-networks

Mirrorgan

Pytorch implementation of MirrorGAN

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python gans

Ylg

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

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python machine-learning computer-vision attention-mechanism gans cvpr generative-adversarial-networks

3d Recgan Extended

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

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python generative-adversarial-network 3d-reconstruction gans

Tagan

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

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python gan generative-adversarial-network gans natural-language

Pytorch Generative Adversarial Networks

A very simple generative adversarial network (GAN) in PyTorch

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python deep-learning machine-learning pytorch gan gans

Doppelganger

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

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python privacy gan generative-adversarial-network time-series datasets timeseries gans

Ai Paper Drawer

人工智能论文关键点集结。This project aims to collect key points of AI papers.

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deep-learning nlp graph gans cv rl

Bicyclegan

Toward Multimodal Image-to-Image Translation

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python deep-learning pytorch generative-adversarial-network gans pix2pix

Cnn Paper2

🎨 🎨 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🎨🎨 https://dataxujing.github.io/CNN-paper2/

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object-detection deep-neural-networks cnn deeplearning segmentation detection face-detection gans cv convolutional-networks arxiv

Agis Net

[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning

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python font gans style-transfer

Torchgan

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

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python python3 deep-learning machine-learning pytorch computer-vision neural-networks generative-model gans generative-adversarial-networks

Pacgan

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

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python gan generative-adversarial-network gans

Matlab Gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

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matlab deep-learning computer-vision deep-neural-networks gans image-generation dcgan pix2pix cyclegan

Image Outpainting

🏖 Keras Implementation of Painting outside the box

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python jupyter-notebook deep-learning tensorflow computer-vision keras gans

Img2imggan

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

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python tensorflow gans image-generation pix2pix image-translation nips-2017

Co Mod Gan

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

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python tensorflow generative-adversarial-network gans

Bringing Old Photos Back To Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

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python pytorch generative-adversarial-network photos image-manipulation gans image-restoration old-photo-restoration photo-restoration

Asrgen

Attacking Speaker Recognition with Deep Generative Models

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jupyter-notebook text-to-speech gans asr

Delving Deep Into Gans

Generative Adversarial Networks (GANs) resources sorted by citations

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generative-model gans generative-adversarial-networks frameworks adversarial-networks

Contrastive Unpaired Translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

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python pytorch computer-vision deeplearning generative-adversarial-network computer-graphics image-manipulation gans image-generation cyclegan computervision

Gan Compression

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

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python pytorch compression gans pix2pix cyclegan

Gans In Action

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

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jupyter-notebook deep-learning artificial-intelligence deep-neural-networks ai gan generative-adversarial-network gans semi-supervised-learning dcgan

Gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

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jupyter-notebook pytorch tensorflow gans cyclegan

Mixnmatch

Pytorch implementation of MixNMatch

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python deep-learning pytorch image-manipulation gans image-generation

Data Efficient Gans

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

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python pytorch tensorflow generative-adversarial-network gans image-generation

Melgan Neurips

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

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python deep-learning pytorch gans speech-synthesis

Von

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

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python pytorch 3d generative-adversarial-network gans pix2pix cyclegan

Tf.gans Comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

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python tensorflow gan gans dcgan wgan celeba wgan-gp

Mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

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python machine-learning pytorch gan gans cvpr dcgan reproducibility generative-adversarial-networks wgan-gp

Rewriting

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.

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python deep-learning machine-learning graphics research vision gans

1-60 of 122 gans projects

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