Real Time Face Detection using Improvised Machine Learning Algorithm

Prachi Satpute
2020 International Journal for Research in Applied Science and Engineering Technology  
Face recognition has become an important field in computer-based application development in the last few years. This is because of the wide range of areas in which it is used. In addition, because of the wide variations of faces, face recognition from database images to real-time images/capture images are a challenging problem in front of the face recognition system. Image processing, pattern recognition, and computer vision are relevant technologies which are used in the face recognition
more » ... The innovation of new approaches for the face recognition technology is a continuous subject for building much stronger face recognition algorithms. In this work, to identify a face, we are using Machine learning algorithms and python as the programming language. We are using Open-CV, the most popular library for computer vision, provides bindings for Python. Open-CV uses machine learning algorithms to search for faces within a picture. In this system we already store some images of the person in our database along with his details. By using this system, the surveillance camera system present at some public Space which automatically matches the input faces with that persons database and gives Notification if the results are matched.
doi:10.22214/ijraset.2020.32477 fatcat:w5olxhtqo5ailgrw5hd5qlovoi