/dcgan-bicycles

This is a tutorial of DCGAN in python trained on bicycle images

Primary LanguageJupyter Notebook

Deep Convolutional Generative Adversarial Network (DCGAN)

This is an implementation of DCGAN in python.

dcgan image

Requirements

  • Python >= 3.7
  • Tensorflow >= 2.6
  • CUDA Toolkit
  • GPU

The tutorial 📃

On Medium:

https://azad-wolf.medium.com/latent-spaces-part-3-a-practical-introduction-to-deep-convolutional-generative-adversarial-8c6169bbf9b0

On substack:

https://azadwolf.substack.com/p/a-practical-introduction-to-deep

References 🔗

Bicycle Dataset
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks
Generative Adversarial Networks
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks \