FaceGuard

A new face recognition system (blow is our system's data flow)

Demo can be found at https://youtu.be/Fmw0E4przcg

Requirement

This system is tested successfully under MacOS(havn't test on Ubuntu).

1. Environment: MacOS, python3.6
2. Dependence

• PyQt5(pip install pyqt5)
• imutils
• CMake(pip install CMake)
• Boost(pip install Boost)
• dlib(pip install dlib)

Installation

pip install -r requirements.txt

Attention: version of opencv-python should prior to 4.2, or pyqt5 will crash

How to use

Registration

1. put shape_predictor_68_face_landmarks.dat under src/ folder
2. put face database under the /data/cropped_gallery/, run following command, this will produce feature data(db_features.pkl) extracted from the model.

python regist.py

Start System

python main.py