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Generative Adversarial Network

Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.

Here are 42 public repositories matching this topic...

amrzv / awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

machine-learning deep-neural-networks deep-learning tensorflow cnn pytorch generative-adversarial-network tensorflow-tutorials jupyter-notebooks google-colab google-colaboratory google-colab-tutorial google-colab-notebook google-colab-notebooks colab-notebooks google-colabs

Updated Sep 4, 2024
Python

pytti-tools / pytti-notebook

Start here

animation generative-adversarial-network gan style-transfer image-manipulation generative-art image-generation google-colab vqgan vqgan-clip

Updated Feb 10, 2024
Jupyter Notebook

dmonn / dcgan-oreilly

Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"

docker deep-learning notebook tensorflow generative-adversarial-network deep-learning-algorithms deep-learning-tutorial oreilly face-generation

Updated Nov 4, 2017
Jupyter Notebook

kartikgill / TF2-Keras-GAN-Notebooks

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

python deep-learning keras generative-adversarial-network gan infogan dcgan gans pix2pix wgan srgan context-encoder lsgan discogan adversarial-machine-learning cyclegan wgan-gp tensorflow2

Updated Dec 19, 2021
Jupyter Notebook

dhanushkamath / VariationalAutoencoder

An IPython notebook explaining the concepts of Variational Autoencoders and building one using Keras to generate new faces.

python machine-learning computer-vision deep-learning neural-network tensorflow keras artificial-intelligence generative-adversarial-network generative-model neural-networks generative-art artificial-neural-networks keras-tutorials convolutional-neural-networks faces generative-adversarial-networks keras-models variational-autoencoders keras-implementations

Updated Feb 16, 2020
Jupyter Notebook

sascha-kirch / ML_Notebooks

Collection of machine learning related notebooks to share.

python machine-learning deep-learning tensorflow distributed-computing generative-adversarial-network gpu-acceleration colab-notebook tpu-acceleration

Updated Sep 25, 2023
Jupyter Notebook

SteffenBauer / KerasTools

Small tools, notebooks, code snippets for the Keras Deep Learning library

keras q-learning generative-adversarial-network

Updated Mar 20, 2021
Jupyter Notebook

HROlive / Applications-of-AI-for-Anomaly-Detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

python machine-learning deep-learning notebook tensorflow keras pandas generative-adversarial-network xgboost autoencoders anomaly-detection nvidia-gpu rapids

Updated May 23, 2024
Jupyter Notebook

GANightSky

ArthurFDLR / GANightSky

🌌The Jupyter Notebook behind ThisNightSkyDoesNotExist - Train a StyleGan2-ADA on a custom image dataset scrapped from Instagram!

generative-adversarial-network gan generative-model google-colab stylegan2-ada

Updated Apr 9, 2022
Jupyter Notebook

letsgogeeky / Deep-Learning

Deep Learning Projects using Convolutional, Recurrent, and Generative Adversarial Neural Networks.

python deep-learning notebook tensorflow recurrent-neural-networks generative-adversarial-network convolutional-neural-networks

Updated Nov 25, 2018
Jupyter Notebook

T-Almeida / GAN-study

Here i present several GAN models in format of notebook implemented with tensorflow using the layers API

notebook tensorflow cnn generative-adversarial-network gan dcgan cgan

Updated Aug 17, 2018
Jupyter Notebook

Rubiksman78 / FormaGAN

Course about Generative Adversial Networks and Notebook Tutorial

tutorial generative-adversarial-network formation tensorflow2

Updated Oct 31, 2022
Jupyter Notebook

MJ10 / GANs

Notebooks for sample implementations of a variety of Generative Adversarial Networks

deep-learning tensorflow generative-adversarial-network

Updated Dec 8, 2018
Jupyter Notebook

styczen / ai-notebooks

Repository contains notebooks with some AI related problems and sometimes not

machine-learning deep-learning jupyter jupyter-notebook artificial-intelligence generative-adversarial-network classification anomaly-detection jupyter-lab

Updated May 27, 2020
Jupyter Notebook

nourihilscher / PyTorch-Linear-GAN

A PyTorch notebook and implementation of a normal linear GAN

python deep-neural-networks deep-learning jupyter-notebook pytorch generative-adversarial-network gan deeplearning gans pytorch-gan pytorch-implementation

Updated Dec 1, 2018
Jupyter Notebook

Snigdho8869 / AI-Generative-Models-Notebooks-DCGAN-VAE-Autoencoder

This repository contains notebooks showcasing various generative models, including DCGAN and VAE for anime face generation, an Autoencoder for converting photos to sketches, a captioning model using an attention mechanism for an image caption generator, and more.

Updated Oct 31, 2023
Jupyter Notebook

pilillo / img-notebooks

A few Jupyter notebooks on ML for Images

computer-vision deep-learning generative-adversarial-network convolutional-neural-networks denoising-autoencoders

Updated Feb 21, 2022
Jupyter Notebook

machinelearningzuu / pytorch-notebooks

In this repository I'm implementing PyTorch based Deep Neural Networks from basic ANN to Advanced Graph Neural Networks. Please suggest if you have any ideas

nlp computer-vision pytorch generative-adversarial-network stock-price-prediction recommendation-system pytorch-tutorial pytorch-cnn graph-neural-networks pytorch-rnn pytorch-implementation pytorch-geometric

Updated Feb 10, 2023
Jupyter Notebook

AshishKumar4 / ml-poc-notebooks

Just some notebooks I wrote to research some fun stuff in hobby time

machine-learning neural-network keras artificial-intelligence generative-adversarial-network gan artificial-neural-networks simulated-annealing multilayer-perceptron-network neural-networks-from-scratch tensorflow2 progan ddpm ddim stable-diffusion generative-ai

Updated Jul 25, 2024
Jupyter Notebook

tsc2017 / MIX-GAN

Some recent state-of-the-art generative models in ONE notebook: (MIX-)?(GAN|WGAN|BigGAN|MHingeGAN|AMGAN|StyleGAN|StyleGAN2)(\+ADA|\+CR|\+EMA|\+GP|\+R1|\+SA|\+SN)*

generative-adversarial-network gan generative-model ensemble-learning mixture-model mixture-of-experts adaptive-discriminator-augmentation mix-gan

Updated Oct 19, 2020
Jupyter Notebook

Released June 10, 2014

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