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: about 1 month ago
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Towards Generative Modeling from (variational) Autoencoder to DCGAN

• Host: GitHub
• URL: https://github.com/ayulockin/deepgenerativemodeling
• Owner: ayulockin
• Created: 2020-04-09T11:45:04.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-04-30T13:21:37.000Z (about 5 years ago)
• Last Synced: 2024-10-07T12:42:24.663Z (7 months ago)
• Topics: autoencoder, autoencoder-architecture, keras, keras-tensorflow, vae, vae-gan, vae-implementation
• Language: Jupyter Notebook
• Homepage: 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
• Size: 897 KB
• Stars: 3
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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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)