HyperFace

A TensorFlow implementation of the following paper by Rajeev Ranjan, Vishal M. Patel and Rama Chellappa published in TPAMI:
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Dependencies:

Tensorflow
dlib
scikit-learn
OpenCV

Steps to install dependencies:

sudo apt-get install build-essential cmake
sudo apt-get install libgtk-3-dev
sudo apt-get install libboost-all-dev
pip install -r requirements.txt

Data:

Download the sample data and save it at data/hyf_data.npy

Execution:

cd src
python train.py