Face Recognition System

Face Recognition System 

Face Recognition System is python-based project. In this system we can detect and recognize faces in images as well as on live webcam feed.

Motivation:   The main motivation behind developing this system is increasing demand of fast and accurate authentication and identification. In this system there is no physical interaction. 

            Face recognition System is highly accurate and high enrolment. It is almost similar to human being. This system is accurate and allows us for high enrolment and verification rates. This system can use our existing devices like camera, webcam of our laptop or PC.

            Face recognition system can be use by the police to find thief and also find missing person. Face recognition system can be also used in airport to scan and recognizes face.

Implementation Analysis: 

To create a complete project on Face Recognition, we must work on 3 very distinct phases: 

1. Face Detection and Data Gathering

2. Train the Recognizer 

3. Face Recognition 

Face detection: face detection refers to computer technology that is able to identify the presence of people’s faces within digital images. 

Face recognition: Facial recognition is a way of identifying or confirming an individual’s identity using their face. Facial recognition systems can be used to identify people in photos, videos, or in real-time.

Face recognition is a method of identifying or verifying the identity of an individual using their face. There are various algorithms that can do face recognition but their accuracy might vary. Here I am going to describe how we do face recognition using deep learning.

OpenCV:    OpenCV (Open-Source Computer Vision Library) is a cross platform library using which we can develop real-time computer vision applications. It mainly focuses on image processing, video capture and analysis including features like face detection and object detection.

To develop this project, we use pycharm IDE.

Conclusion:

Face recognition systems are currently associated with many top technological companies and industries making the work of face recognition easier. The use of python programming and OpenCV makes it an easier and handy tool or system which can be made by anyone according to their requirement. Hence by the use of python and OpenCV the face recognition system can be designed for various purposes

CONTRIBUTORS

19IT115-Vishruti Patel

19IT110-shreyali patel