face_detect

Simple face detection implemented in Keras

First download FDDB face dataset and unzip, placing folders 2002, 2003 in this directory

wget http://tamaraberg.com/faceDataset/originalPics.tar.gz -O images.tar.gz

tar xf images.tar.gz

mv images/* . && rm -r images images.tar.gz

To run:

Build dataset of faces using jaccard scoring and ceil(score)

python distrib.py

Train model (VGG, can be easily changed to Resnet-50)

python face_detect_keras.py

Run on Camera image

python camera.py