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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...

shawnhan108 / nature-notebook

A set of notebooks that leverage classical ML algorithms and DL neural nets using TF, Keras and Theano to address a series of issues in the field of conservation and biology.

Updated Jul 29, 2020
Jupyter Notebook

mbarbetti / pidgan-notebooks

📓 Tutorials for the pidgan package

machine-learning tutorial deep-learning tensorflow pid gan lhcb-experiment ultrafast-simulation lhcb-lamarr pidgan flash-simulation pidgan-tutorial

Updated Nov 9, 2023
Jupyter Notebook

krzysztofhewelt / ai-python-notebooks

Logistic regression, deep learning, YOLO, Recursive Neural Networks, GAN and Conditional GAN

python machine-learning deep-learning numpy scikit-learn jupyter-notebook pytorch gan yolo conditional-gan

Updated Jan 1, 2024
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 May 29, 2024
Jupyter Notebook

cr00z / kaggle_backup

Backup for kaggle.com notebooks

python detection cnn pytorch gan autoencoder segmentation transfer-learning catalyst

Updated Apr 25, 2022
Jupyter Notebook

jaredwelch1 / NeuralNetPlayground

Collection of notebooks created while learning about NerualNets

python machine-learning deep-learning gan neural-networks rnn

Updated Mar 9, 2018
Jupyter Notebook

jppgks / shenanigan

Toy notebooks as research preparation into generative adversarial networks

generative-adversarial-network gan density-estimation

Updated Jan 7, 2018
Jupyter Notebook

Hanyman8 / Music_keras

MVI course at FIT CTU

music machine-learning notebook music-composition keras gan

Updated Dec 8, 2022
Jupyter Notebook

teo-sl / ML-DL-Course

Notes and Jupyter notebooks exploring deep learning and Tensorflow framework

nlp machine-learning deep-learning neural-network tensorflow gan mnist rnn resnet tensorflow-tutorials recommender-system convolutional-neural-networks transfer-learning vgg16 convolutional-neural-network cifar10 stockprediction fake-faces housing-prediction

Updated Nov 6, 2022
Jupyter Notebook

MichaelSykesUK / face-generation-with-deep-convolutional-generative-adversarial-network

Face generation with deep convolutional generative adversarial network using PyTorch and Jupyter Notebook.

python neural-network jupyter-notebook pytorch generative-adversarial-network gan dcgan face-generation deep-convolutional-network dcgan-pytorch

Updated Mar 22, 2024
Jupyter Notebook

dexforint / awesome-neural-art

This library contains executable notebooks (colab) with a Generative Art of Deep Neural Networks

awesome code generative-adversarial-network gan generative-art awesome-list

Updated Dec 19, 2022

Perdu / Wav2Lip_colabs_fixed

Version of original Wav2Lip quick trial notebook working directly in Drive folder and fixing a naming error

python bash torch gan lipsync wav2lip

Updated Feb 4, 2021
Python

abhaskumarsinha / 1D-GAN

A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook

tutorial deep-neural-networks deep-learning keras python3 generative-adversarial-network gan keras-tensorflow tensorflow2

Updated Jul 22, 2022
Jupyter Notebook

Udacity-Deep-Learning-Nanodegree-Workspace

blackeye735 / Udacity-Deep-Learning-Nanodegree-Workspace

Important Resources and Workspace Notebooks as mentioned in the Udacity Deep Learning Nanodegree. WELCOME to Udacity DLND Workspace

pdf html5 deep-learning aws-lambda jupyter-notebook cnn pytorch gan keras-tensorflow rnn-pytorch sagemaker

Updated Oct 13, 2020
Jupyter Notebook

mbarbetti / lb-trksim-train

📓 Scripts and logics to train tracking models for the flash simulation of the LHCb experiment

tracking machine-learning deep-learning tensorflow jupyter-notebook gan lhcb-experiment ultrafast-simulation lhcb-lamarr pidgan flash-simulation

Updated Dec 7, 2023
Python

hasnain3142 / Resolution-Enhancement-of-Low-Quality-Images

This repository leverages Generative Adversarial Networks (GANs) to enhance image resolution for various applications, using the Super-Resolution GAN (SRGAN) architecture. The project includes a Jupyter Notebook for model training and a detailed research paper documenting the methodology and results.

tensorflow gan keras-tensorflow srgan esrgan

Updated May 27, 2024
Jupyter Notebook

tejasbana / DCGANS

DCGAN Clean ipynb notebook

gan dcgan deeplearning

Updated Jun 27, 2021
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

GrayXu / Jupyter-GANs

Tensorflow (mainly Keras) implements different GANs with Jupyter Notebook

tensorflow keras jupyter-notebook gan

Updated May 19, 2019
Jupyter Notebook

KhanShaheb34 / NumtaGAN

Generating Bangla handwritten digits using GAN

python neural-network notebook tensorflow generative-adversarial-network gan bangla

Updated Nov 19, 2020
Jupyter Notebook

Released June 10, 2014

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deep-learning neural-network