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---
license: apache-2.0
library_name: mindspore
tags:
- image-classification
datasets:
- mnist
---
## MindSpore Image Classification models with MNIST on the 🤗Hub!
This repository contains the model from [this notebook on image classification with MNIST dataset using LeNet architecture](https://gitee.com/mindspore/mindspore/blob/r1.2/model_zoo/official/cv/lenet/README.md#).
## LeNet Description
Lenet-5 is one of the earliest pre-trained models proposed by Yann LeCun and others in the year 1998, in the research paper Gradient-Based Learning Applied to Document Recognition. They used this architecture for recognizing the handwritten and machine-printed characters.
The main reason behind the popularity of this model was its simple and straightforward architecture. It is a multi-layer convolution neural network for image classification.
[source](https://www.analyticsvidhya.com/blog/2021/03/the-architecture-of-lenet-5/)
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