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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
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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 (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-04-30T13:21:37.000Z (almost 5 years ago)
- Last Synced: 2024-10-07T12:42:24.663Z (4 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
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Metadata Files:
- Readme: README.md
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)