https://github.com/santosh2702/cnn-recognition-for-car

https://github.com/santosh2702/cnn-recognition-for-car

Last synced: 13 days ago
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• Host: GitHub
• URL: https://github.com/santosh2702/cnn-recognition-for-car
• Owner: santosh2702
• Created: 2018-07-15T18:24:50.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-07-18T15:45:47.000Z (over 6 years ago)
• Last Synced: 2024-11-06T19:33:34.564Z (2 months ago)
• Language: Python
• Size: 2.25 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Convolutional Neural Network for Car Recognition

The code contains a basic *car recognizer* using `keras` library.

We have implemented a simple convolutional neural network that achieves over *95%* accuracy

In the architecture of the Conv net, we have a following layers:

- Conv layer

- ReLU activation

- Pool layer

- Conv layer

- ReLU activation

- Pool layer

- Fully connected layer

- Softmax layer

## Setup:

- Install `sklearn` using `sudo pip install sklearn`

- Install `keras` using `sudo pip install keras`

- Install `skimage` using `sudo pip install scikit-image`

## Execute:

`python kerasCNN.py`

### Modules

Keras,Tensorflow,Numpy