projjal1 / Facial_Recognition_Software

Facial Recognition implemented Log based Surveillance System.

Facial_recognition_software

Facial Recognition implemented Log based Surveillance System.

The software is a Proof of Work concept produced as a solution in Hackathon and implemented as a service portal for communities that require a logging system for registering time-entry and exit based on Facial Recognition.

Concepts explored

• Haar features
• LPBH classifier
• Image color enhancement and toning

Utility

• Automated security counters
• Secure access points
• Survellaince measures

How to run?

python manage.py runserver

Dependencies

• Python3
• OpenCv
• Django

Preferences

A computer with a discrete GPU is prefered as it will train the model fast with the images fed.

Features

• User Registration and Profile Management
• Data transparency
• Train model at your convenience
• Start webcam either from workstation or remote
• Admin Control over entire portal

Experimental Features

• Face Mask detection
• Emotion prediction