explainable-cnn
Code to accompany the paper "Visual Explanations for Convolutional Neural Networks via Input Resampling", presented at ICML 2017 Workshop on Visualization in Deep Learning.
Please contact blengeri [@] cs.cmu.edu
with questions.
Citing
Please cite the following paper:
@article{lengerich2017visual,
title={Visual Explanations for Convoluational Neural Networks by Input Resampling},
author={Lengerich, Benjamin J. and Konam, Sandeep and Xing, Eric P. and Rosenthal, Stephanie and Veloso, Manuela},
journal={ICML Workshop on Visualization for Deep Learning},
year={2017}
}
Usage
python run_deconv.py
Dependencies
Used Keras with Theano as backend
Keras
: (1.1.0)Theano
: (0.9.0dev2)Pillow
: (3.3.1)h5py