Top gans open source projects

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..

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jupyter-notebook tutorial generative-adversarial-network generative-model gans dcgan variational-autoencoder tutorial-code cyclegan variational-inference

Hands On Deep Learning Algorithms With Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

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jupyter-notebook tensorflow autoencoder gans word-embeddings cyclegan gru capsule-network

Pytorch Gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

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python deep-learning machine-learning pytorch gans deep-learning-tutorial generative-adversarial-networks

Fewshot gan Unet3d

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

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python tensorflow convolutional-neural-networks image-segmentation gans semi-supervised-learning

3d Sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

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python deep-learning pytorch gans generative-adversarial-networks

few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

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python Cuda shell C++computer-vision gans few-shot-learning

HistoGAN

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

EigenGAN-Tensorflow

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

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python gan gans eigengan

DeepDream

Generative deep learning: DeepDream

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Jupyter Notebook python deep-learning image-processing deepdream inception gans upscale gradient-ascent generative-models convnets octaves

VSGAN

VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)

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python Jupyter Notebook deep-learning gan editing image-manipulation gans vapoursynth upscaling restoration esrgan

DLSS

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Deep-Learning

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

skip-thought-gan

Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors

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nlp data-science text-generation generative-adversarial-network gans skip-thought-vectors wasserstein-gan

PaintsTensorFlow

line drawing colorization using TensorFlow

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python Dockerfile machine-learning tensorflow waifu2x gans paintschainer colorization

gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

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lua python shell deep-learning torch generative-adversarial-network dcgan gans adversarial context-encoder ali

Deep-Object-Removal

Using cGANs to remove objects from a photo

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python deep-neural-networks deep-learning neural-network gans object-removal cgans deep-object-removal

AvatarGAN

Generate Cartoon Images using Generative Adversarial Network

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Jupyter Notebook machine-learning avatar deep-learning tensorflow artificial-intelligence generative-adversarial-network gan neural-networks avatar-generator gans emoji-generator

ACCV TinyGAN

BigGAN; Knowledge Distillation; Black-Box; Fast Training; 16x compression

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Jupyter Notebook python shell pytorch compress gans knowledge-distillation biggan

Machine-Learning

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

anime2clothing

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

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Jupyter Notebook python anime gan gans image-to-image image-to-image-translation

CoMoGAN

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

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python Jupyter Notebook Dockerfile gan style-transfer gans image-to-image cvpr image-translation image-to-image-translation style-transfer-cnn cvpr2021 cvpr21 continuous-image-translation

generative deep learning

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

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Jupyter Notebook generative-model vae gans generative-adversarial-networks wgan wgan-gp stylegan

GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

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biomarker gans brain-connectivity geometric-deep-learning gnns network-neuroscience gnn graph-neural-network graph-fusion graph-synthesis graph-prediction brain-disorders graph-superresolution predictive-intelligence graph-integration graph-timeseries brain-gnn

sRender

Facial Sketch Render, ICASSP 2021

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python shell style-transfer gans image-to-image-translation line-drawing face-sketch-synthesis

AODA

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

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python computer-vision deep-learning sketch pytorch gan image-manipulation image-generation gans cvpr image2image open-domain wacv cvpr2021 wacv2022

Selfie2Anime-with-TFLite

How to create Selfie2Anime from tflite model to Android.

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Jupyter Notebook android computer-vision gans tensorflow-lite tflite selfie2anime

Progressive-Growing-Of-GANs-Pytorch-

Progressively growing of GANs Pytorch Implementation

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python deep-learning neural-network pytorch gans pytorch-gan pggan progressively-growing-gan

PPOGAN

No description or website provided.

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python gans

stylegan-v

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

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python Cuda C++pytorch gans generative-adversarial-networks video-generation stylegan

Feature-Generating-Networks

Zero Shot Learning with Feature Generating Networks

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python deep-learning gans zero-shot-learning

eqgan

[CVPR 2022] Improving GAN Equilibrium by Raising Spatial Awareness

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python Cuda C++gans

SieNet-Image-extrapolation

SiENet: Siamese Expansion Network for Image Extrapolation(IEEE SPL2020)

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python Cuda matlab C++gans image-restoration image-outpainting image-extrapolation

gan-vae-pretrained-pytorch

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

deep-learning-roadmap

my own deep learning mastery roadmap

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roadmap deep-neural-networks ai deep-learning neural-network cnn generative-adversarial-network gan papers gans nas neural-architecture-search

simsg

Semantic Image Manipulation using Scene Graphs (CVPR 2020)

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python shell deep-learning pytorch image-manipulation gans generative-models graph-convolution scene-graphs

Awesome-GAN-Resources

🤖A list of resources to help anyone getting started with GANs 🤖

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machine-learning awesome tutorial deep-learning tensorflow keras pytorch generative-adversarial-network gan neural-networks gans

FusionGAN

PyTorch Implementation of FusionGAN paper: Generating a Fusion Image: One's Identity and Another's Shape (https://arxiv.org/abs/1804.07455)

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Jupyter Notebook python deep-learning pytorch gans

Pose2vec

A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.

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python tensorflow representation-learning gans action-recognition wacv19 aaai19 engan pose-gan

AffineGAN

PyTorch Implementation of "Facial Image-to-Video Translation by a Hidden Affine Transformation" in MM'19.

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python shell gans image-to-image-translation image-to-video

awesome-generative-deep-art

A curated list of generative deep learning tools, works, models, etc. for artistic uses

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Jupyter Notebook awesome gan generative-art awesome-list gans inpainting text2image image2image ai-art deep-art dall-e outpainting dalle2 midjourney prompt-engineering dall-e2 txt2img stable-diffusion promptism

FaceData

A macOS app to parse face landmarks from a video for GANs training

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swift python macos vision gans annotator

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

pytorch-deep-photo-enhancer

pytorch implementation of deep photo enhancer

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python Jupyter Notebook pytorch gans deep-photo-enhancer

Anime2Sketch

A sketch extractor for anime/illustration.

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python Dockerfile Makefile computer-vision deep-learning anime sketch comic manga pytorch generative-adversarial-network gan image-generation gans gradio wacv

tools-generation-detection-synthetic-content

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.