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+ ---
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+ datasets:
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+ - ylecun/mnist
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+ language:
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+ - en
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+ tags:
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+ - cv
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+ ---
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+
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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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+ ![LeNet Architecture](./lenetarchitecture.jpeg)
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+ [source](https://www.analyticsvidhya.com/blog/2021/03/the-architecture-of-lenet-5/)