A simple python application which predicts the gender of the fingerprint owner from fingerprint image using trained Convolutional Neural Networks (CNN). A Mini Project requirement for CS 295 course at University of the Philippines Diliman AY 2015-2016 under Sir Prospero Naval.
- LeNet
- AlexNet
- Maxout Network
- Exponential Linear Unit Network
- NIST Special Database 4 used as dataset
- CAFFE Deep Learning Framework for training and classification
- OpenCV Computer Vision Library
- Python 2.7.11
- Clone and download the repository.
- Train using the Nist Special Database 4 database with the model files provided.
- Update the script with trained caffe models
- Run the application
python gender-determinator.py