# Pytorch-VAE

**Repository Path**: firslov/pytorch-vae

## Basic Information

- **Project Name**: Pytorch-VAE
- **Description**: VAE by Hao.
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-11-14
- **Last Updated**: 2023-01-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: Python, Deep-learning, Computer-vision

## README

# Pytorch-VAE
Simplest Variational Auto-encoder using pytorch.

Reference: https://arxiv.org/abs/1312.6114

Reference: https://towardsdatascience.com/understanding-variational-autoencoders-vaes-f70510919f73

## Model structure

<img decoding="async" src="./model.png" width="100%">

## Loss function

<img decoding="async" src="./SGVB.jpg" width="100%">

## Test

<img decoding="async" src="./sample.png" width="80%">