PyConvNet: CNN for Python
PyConvNet is a python implementation of convolutional neural network.
To train LeNet on MNIST dataset, just do as follow(you may need some python package such as numpy matplotlib):
- cd python
- python mnist_demo.py
A C++ version ConNet is also available now. It is more faster than the Python version. To try the C++ implemention, you will need Openblas and boost installed, and then do as follow:
- sh build.sh
- cd experiment/
- run mnist_demo.sh
Then the script will download the mnist dataset and train the lenet.
This is a brief CNN tutorial (from Jianxin Wu's homepage):