Grouping Neural Network

main.py

Harry Potter's Grouping Hat Neural Net This is Harry Potter's grouping hat using convolutional neural network.

main_cap.py

Dynamically Grouping the face images acquired from the camera with the learned model.

Requirements

main.py

python27 @2.7.12_1, chainer @1.20.0.1_0+hdf5, py27-numpy @1.11.1_0+gfortran and py27-matplotlib @1.5.1_1+cairo+tkinter

main_cap.py

python27 @2.7.12_1, chainer @1.20.0.1_0+hdf5, py27-numpy @1.11.1_0+gfortran and opencv @3.2.0_1+contrib+java+python27+qt4+vtk

Install

git cloneto your computer from here.

Usage

main.py

To run it;

python main.py [-h] [--indir [INDIR]] [--outdir [OUTDIR]] [--model [MODEL]]
               [--gpu GPU] [--imsize IMSIZE] [--kcross KCROSS] [--epoch EPOCH]
               [--batchsize BATCHSIZE] [--phase PHASE] [--method METHOD]

main_cap.py

To run it;

python main_cap.py [-h] [--model [MODEL]] [--gpu GPU] [--frame FRAME] [--method METHOD]

or

./exe_cap.sh

exe_cap.sh : Automatically download the learned model and then execute main_cap.py.

Author

tokkuman