Skip to content
/ variational_autoencoder Public

Recreating the auto-encoding variational bayes paper, on Fashion MNIST dataset on a local machine.

arxiv.org/abs/1312.6114
1 star 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

arun477/variational_autoencoder

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

98 Commits

assets

assets

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

model.pth

model.pth

 
 

requirements.txt

requirements.txt

 
 

vae.ipynb

vae.ipynb

 
 

Repository files navigation

Applying Variational Autoencoders to Fashion-MNIST Data

Recreating the auto-encoding variational bayes paper, on Fashion MNIST dataset on a local machine. Auto-Encoding Variational Bayes (Paper)

Fashion-MNIST Dataset

Reconstruction

reconstruction

Original

original

Generated Samples

generated_sample_output

CIFAR-10 dataset output (Blurry)

cifar-10

Model Info

  • GitHub
  • Training Notebook: vae.ipynb
  • Model: model.pth

Training output and logs

Weights & Biases

About

Recreating the auto-encoding variational bayes paper, on Fashion MNIST dataset on a local machine.

arxiv.org/abs/1312.6114

Topics

deep-learning generative-model variational-autoencoder

Resources

Readme
Activity

Stars

1 star

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages