Charlotte77
commited on
Commit
·
87aa27d
1
Parent(s):
deea265
Update README.md
Browse files
README.md
CHANGED
@@ -13,5 +13,13 @@ datasets:
|
|
13 |
|
14 |
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#).
|
15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
|
|
|
13 |
|
14 |
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#).
|
15 |
|
16 |
+
## LeNet Description
|
17 |
+
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.
|
18 |
+
|
19 |
+
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.
|
20 |
+
|
21 |
+
![LeNet Architecture](./lenet_architecture.jpg)
|
22 |
+
|
23 |
+
[source](https://www.analyticsvidhya.com/blog/2021/03/the-architecture-of-lenet-5/)
|
24 |
|
25 |
|