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license: apache-2.0 |
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library_name: mindspore |
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tags: |
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- image-classification |
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datasets: |
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- mnist |
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--- |
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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 |
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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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