Attendence project using Face Recognition

Basic python packages used

• OpenCV
• NumPy
• tqdm
• pickle
• glob
• string
• scipy

Packages for Face Recognition and Eye Blink Detection

• cmake
• dlib
• face_recognition

Packages for Text to Speech

• gTTS
• pygame

Installing dlib on Ubuntu, More

• $ sudo apt-get update
• $ sudo apt-get install build-essential cmake
• $ sudo apt-get install libopenblas-dev liblapack-dev
• $ sudo apt-get install libx11-dev libgtk-3-dev
• $ sudo apt-get install python python-dev python-pip
• $ sudo apt-get install python3 python3-dev python3-pip

How to run

• Store all images with one face in 'people' directory. Some images are avaibable
• Run enode_faces.py
• Run attendence_project.py
• Edit define_constants.py file if required

Output

First attendence

Second Attendence

.csv file can be viewed in spreadsheets

Eye Blink Update :

After this update, attendence is recorded only after the person blinks a certain amount of time.

Result

Click on the GIF to open the video in YouTube