neuroevolution-face-recognition

Evolutionary(GA) weight updating of ANN for face recognition

based on this project : http://www.cs.cmu.edu/afs/cs.cmu.edu/user/mitchell/ftp/faces.html

1. Download dataset from mentioned project page

2. Compile codes with make command(Makefile is existed in directory)

3. Set paths to images of dataset in straightrnd_train.list, straightrnd_test1.list and straightrnd_test2.list

4. Run with below command:

/.facetrain t -t straightrnd_train.list -1 straightrnd_test1.list -2 straightrnd_test2.list -n 40 -p 40 -h 11 -g 50

-n : number of solutions

-p : probability of mutation

-h : number of hidden layer units

-g : max of generations