# mnist_pytorch

**Repository Path**: geo-life/mnist_pytorch

## Basic Information

- **Project Name**: mnist_pytorch
- **Description**: mnist手写数字识别
pytorch框架
各种模型：mlp，cnn，ViT，DeiT等
- **Primary Language**: Python
- **License**: GPL-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 6
- **Forks**: 4
- **Created**: 2023-03-23
- **Last Updated**: 2024-11-18

## Categories & Tags

**Categories**: ai

**Tags**: None

## README

# mnist多种分类方法实现 


## LeNet-5
## ViT 
## DeiT (distilled by LeNet-5)

# 实验结果
| 模型 | 测试集准确率 |  
| :-----| :----: |
| LeNet-5 | 99.11% |
| ViT | 97.99% |
| DeiT | 97.95% |
| ViT-distill | 98.03% |