| 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/) | |