README.md

Face-Hand-Recognition

Introduction

Recognize user gestures and faces based on face_recognition and openpose

Dependence

• sklearn
• numpy
• openpose
• face_recognition
• opencv
• Python 3.7

Installation

git clone <repositories>

Openpose

Unzip 3rdparty and model to project root path. This ‘3rdparty’ folder contains openpose python API Dependent file. If you are not running under win10 and Nvdia platform, you must recompile openpose again
https://drive.google.com/file/d/1vfRpQ3feUDNvEzO1CtgvnvSKcgmyvphy/view?usp=sharing ---3rdparty and models

Face_recogntion

Mac & Linux:
pip3 install face_recognition
Windows:
@masoudr's Windows 10 installation guide (dlib + face_recognition).

Output

user_message : [[user name, gesture]]

Train your own gesture

You can collect your hand data by data_collect.py and train your SVM by SVM_train.py

References

Openpose
Face_recognition