A convolutional neural network framework, building on top of the convolutional kernel code from cuda-convnet.
Setup
git clone https://github.com/rjpower/fastnet
cd fastnet
python setup.py develop [--user]
Usage
To run a trainer directly:
python fastnet/trainer.py --help
Take a look at the scripts in fastnet/scripts for examples of how to run your own network.
Requires
Referencing
If you use FastNet for your research, please cite us in your publication:
R. Power and J. Lin.
FastNet -- A framework for convolutional neural networks.
https://github.com/rjpower/fastnet
Bibtex:
@misc{PowerFastNet,
author = {Power, Russell and Lin, Justin},
title = {{F}ast{N}et -- {A} framework for convolutional neural networks},
howpublished = {\url{https://github.com/rjpower/fastnet}},
}