Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/ayulockin/deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN
https://github.com/ayulockin/deepgenerativemodeling

autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation

Last synced: 21 days ago
JSON representation

Towards Generative Modeling from (variational) Autoencoder to DCGAN

Awesome Lists containing this project

README

        

# Towards Deep Generative Modeling with W&B

#### By - Ayush Thakur

This repository contains the supplementary notebook for the [Towards Deep Generative Modeling with W&B](https://app.wandb.ai/ayush-thakur/keras-gan/reports/Towards-Deep-Generative-Modeling-with-W%26B--Vmlldzo4MDI4Mw?utm_source=social_whatsapp&utm_medium=report&utm_campaign=report_author) (from [Weights and Biases](www.wandb.com)) article.

## Some snippets from the report

#### Latent space of Autoencoder

![](https://github.com/ayulockin/deepgenerativemodeling/blob/master/images/ae_report_snippet.jpeg)

#### Latent space of Variational Autoencoder

![](https://github.com/ayulockin/deepgenerativemodeling/blob/master/images/vae_report_snippet.jpeg)

#### Generated images using DCGAN

![](https://github.com/ayulockin/deepgenerativemodeling/blob/master/images/gen_images.jpeg)