All Projects → simoninithomas → Catdcgan

simoninithomas / Catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

Projects that are alternatives of or similar to Catdcgan

Deep Learning With Python
Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Stars: ✭ 134 (-24.29%)
Mutual labels:  jupyter-notebook, gan, dcgan
Face generator
DCGAN face generator 🧑.
Stars: ✭ 146 (-17.51%)
Mutual labels:  jupyter-notebook, gan, dcgan
Psgan
Periodic Spatial Generative Adversarial Networks
Stars: ✭ 108 (-38.98%)
Mutual labels:  jupyter-notebook, gan, dcgan
Generative adversarial networks 101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Stars: ✭ 138 (-22.03%)
Mutual labels:  jupyter-notebook, gan, dcgan
Gan Tutorial
Simple Implementation of many GAN models with PyTorch.
Stars: ✭ 227 (+28.25%)
Mutual labels:  jupyter-notebook, gan, dcgan
Gans In Action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Stars: ✭ 748 (+322.6%)
Mutual labels:  jupyter-notebook, gan, dcgan
Cat Generator
Generate cat images with neural networks
Stars: ✭ 354 (+100%)
Mutual labels:  cats, gan, dcgan
Image generator
DCGAN image generator 🖼️.
Stars: ✭ 173 (-2.26%)
Mutual labels:  jupyter-notebook, gan, dcgan
Tf Exercise Gan
Tensorflow implementation of different GANs and their comparisions
Stars: ✭ 110 (-37.85%)
Mutual labels:  gan, dcgan
Stylegan2 Projecting Images
Projecting images to latent space with StyleGAN2.
Stars: ✭ 102 (-42.37%)
Mutual labels:  jupyter-notebook, gan
Capsule Gan
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
Stars: ✭ 120 (-32.2%)
Mutual labels:  jupyter-notebook, gan
Data science blogs
A repository to keep track of all the code that I end up writing for my blog posts.
Stars: ✭ 139 (-21.47%)
Mutual labels:  jupyter-notebook, gan
Starnet
StarNet
Stars: ✭ 141 (-20.34%)
Mutual labels:  jupyter-notebook, gan
Semantic image inpainting
Semantic Image Inpainting
Stars: ✭ 140 (-20.9%)
Mutual labels:  gan, dcgan
Ganotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Stars: ✭ 1,446 (+716.95%)
Mutual labels:  jupyter-notebook, dcgan
Tensorflow2.0 Examples
🙄 Difficult algorithm, Simple code.
Stars: ✭ 1,397 (+689.27%)
Mutual labels:  jupyter-notebook, gan
Gan
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
Stars: ✭ 2,127 (+1101.69%)
Mutual labels:  gan, dcgan
Cartoonify
Deploy and scale serverless machine learning app - in 4 steps.
Stars: ✭ 157 (-11.3%)
Mutual labels:  jupyter-notebook, gan
Pix2pix Film
An implementation of Pix2Pix in Tensorflow for use with frames from films
Stars: ✭ 162 (-8.47%)
Mutual labels:  jupyter-notebook, gan
Wasserstein Gan
Chainer implementation of Wasserstein GAN
Stars: ✭ 95 (-46.33%)
Mutual labels:  gan, dcgan

CatDCGAN 🐱‍💻

A DGAN that generate Cat pictures
CatDCGAN Output

Cat DCGAN is a Deep Convolutional Generative Adversarial Network (DCGAN) that generates pictures of cats

This is an open source project

The tutorial 📃

If you want to implement it by yourself and understand how it works, please read my article on FreeCodeCamp https://medium.freecodecamp.org/how-ai-can-learn-to-generate-pictures-of-cats-ba692cb6eae4


Links 🔗

🌐 : https://simoninithomas.github.io/CatDCGAN/

If you have any questions, feel free to ask me:

📧: [email protected]

Github: https://github.com/simoninithomas/CatDCGAN

🌐 : https://www.simoninithomas.com

Twitter: @ThomasSimonini

In this part we're going to implement the DCGAN. Our Architecture:

Cat DCGAN Architecture

Getting Started 📝

Important note 🤔

You can't run this on your computer (except if you have GPUs or wait 10 years 😅), personally I train this DCGAN for 20 hours with Microsoft Azure and their Deep Learning Virtual Machine (they offer 170$) https://azuremarketplace.microsoft.com/en-us/marketplace/apps/microsoft-ads.dsvm-deep-learning
⚠️ I don't have any business relations with them. I just loved their excellent customer service.

If you have some troubles to use follow the explainations of this excellent article here (without last the part fast.ai): https://medium.com/@manikantayadunanda/setting-up-deeplearning-machine-and-fast-ai-on-azure-a22eb6bd6429

Contributing 🙌

If you want to contribute to the project, your help is very welcome. This is an open source project.

We currently working on improving our Generative adversarial network architecture. If you're motivated come join us and submit your pull requests.

Acknowledgements 👏

This project was made possible thanks to:



Training DCGAN
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].