https://github.com/neuodev/inside-cnn

Visualize filters and feature Maps in Convolutional Neural Networks (CNN)
https://github.com/neuodev/inside-cnn

cnn computer-vision vgg

Last synced: 7 months ago
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Visualize filters and feature Maps in Convolutional Neural Networks (CNN)

• Host: GitHub
• URL: https://github.com/neuodev/inside-cnn
• Owner: neuodev
• Created: 2022-06-12T15:13:50.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2023-05-05T20:13:32.000Z (over 2 years ago)
• Last Synced: 2025-03-02T07:02:45.216Z (7 months ago)
• Topics: cnn, computer-vision, vgg
• Language: Jupyter Notebook
• Homepage:
• Size: 10 MB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Inside CNN

How to visualize filters and feature Maps in Convolutional Neural Networks (CNN)

## Example of a `snail` image propagated throw the `VGG` network

![Snail](./snail.jpg)

### 1st Layer

![First Layer](./layer-1.png)

### 3rd Layer

![3rd Layer](./layer-3.png)

### 5th Layer

![First Layer](./layer-5.png)

### 7th Layer

![First Layer](./layer-7.png)

### 8th Layer

![First Layer](./layer-8.png)