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gan

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 46 public repositories matching this topic...

chenyuntc / pytorch-GAN

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

Updated Jan 28, 2018
Jupyter Notebook

face_generator

gsurma / face_generator

DCGAN face generator 🧑.

python computer-vision notebook jupyter-notebook gan dcgan gan-tensorflow dcgan-tensorflow deepfakes deepfake

Updated Jul 9, 2021
Jupyter Notebook

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

rufinv / VAE-GAN-CelebA

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019

tensorflow gan face vae fmri vae-gan celeba-dataset brain-decoding

Updated Jun 5, 2023
Python

Norod / my-colab-experiments

A repository for sharing ipynb's of my experiments with ML. Some notebooks are 'old' by now and might no longer work 'out of the box'.

ml gan ipynb-notebook ipynb-jupyter-notebook stylegan

Updated Sep 23, 2022
Jupyter Notebook

nathancooperjones / thisboredapedoesnotexist

Python code + notebooks to fully reproduce the results for the blog post "These Bored Apes Do Not Exist" on Medium. Blog post URL: https://medium.com/@nathancooperjones/these-bored-apes-do-not-exist-6bed2c73f02c

deep-learning pytorch gan super-resolution nft lightweight-gan boredapes

Updated Mar 28, 2022
HTML

cobanov / awesome-diffusion

A curated list of awesome Diffusion notebooks, tools, software, tutorials and resources.

awesome deep-learning gan generative-art image-generation awesome-list diffusion awesome-lists imagen esrgan disco-diffusion midjourney latent-diffusion stable-diffusion

Updated Aug 28, 2022

GeeveGeorge / GFPGAN-for-Video-SR

A colab notebook for video super resolution using GFPGAN

deep-learning pytorch gan super-resolution image-restoration face-restoration gfpgan

Updated Jun 26, 2023
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

parthsuresh / stylegan2-colab

StyleGAN2 - Colab Notebook containing code for training + visualization + projection

gan colab colab-notebook stylegan2

Updated Feb 29, 2020
Python

rajlm10 / D2L-Torch

Learning PyTorch through the D2L book. A series of notebooks for the same

nlp machine-learning computer-vision deep-learning neural-network optimization pytorch artificial-intelligence gan recommender-systems pytorch-tutorial huggingface

Updated Jun 30, 2022
Jupyter Notebook

notebookexplore / NotebookExplore

A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched to the ☁️ for use and experimentation. No setup needed, just launch it 🚀

python nlp machine-learning reinforcement-learning ai deep-learning neural-network tensorflow image-processing pytorch artificial-intelligence gan python-notebooks juypter notebook-jupyter

Updated Feb 18, 2020
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

sbatururimi / DeepLearning

A reference folder mapping some of my deep-learning repositories: RNN, GAN, DCGAN, seq2seq, Transfer learning, Autoencoders, Semi-supervised learning

python deep-learning neural-network anaconda notebook jupyter-notebook q-learning gan dcgan semi-supervised-learning rnn autoencoder transfer-learning

Updated Dec 4, 2017
Jupyter Notebook

zokovi / cDCGAN-MNIST

This Repository contain an IPython notebook of an example implementation of conditional Deep Convolutional Generative Adversarial Networks or cDCGAN or DC cGAN using Tensorflow.Keras Funtional API.

generator discriminator gan mnist gans cdcgan cdcgan-model

Updated May 25, 2021
Jupyter Notebook

tejasbana / DCGANS

DCGAN Clean ipynb notebook

gan dcgan deeplearning

Updated Jun 27, 2021
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

deep-learning

sourcecode369 / deep-learning

Implementation notebooks and scripts of the Deep Learning Nanodegree Foundations program.

reinforcement-learning deep-learning sentiment-analysis neural-network tensorflow keras cnn gan rnn autoencoder tensorboard perceptron gradient-descent tflearn backpropagation multilayer-perceptron-network

Updated Nov 22, 2022
Jupyter Notebook

fazildgr8 / AppliedDeepLearning

This repository consists a set of Jupyter Notebooks with a different Deep Learning methods applied. Each notebook gives walkthrough from scratch to the end results visualization hierarchically. The Deep Learning methods include Multiperceptron layers, CNN, GAN, Autoencoders, Sequential and Non-Sequential deep learning models. The fields applied …

cnn consists gan jupyter-notebooks autoencoders

Updated Sep 26, 2020
Jupyter Notebook

henry32144 / sngan-projection-notebook

A Tensorflow 2 implementation of SNGAN and Projection Discriminator

gan cgans sngan tensorflow2 sngan-projection

Updated Feb 18, 2020
Jupyter Notebook

Released June 10, 2014

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Related Topics

deep-learning neural-network