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| | license: apache-2.0 |
| | library_name: mindspore |
| | tags: |
| | - image-classification |
| | datasets: |
| | - mnist |
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| | --- |
| | |
| | ## MindSpore Image Classification models with MNIST on the 🤗Hub! |
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| | 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#). |
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| | ## 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. |
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| | 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. |
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| | [source](https://www.analyticsvidhya.com/blog/2021/03/the-architecture-of-lenet-5/) |
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