Open AccessSecurity Implementation by Machine Learning Based Face Recognization with SVM
Author(s) -
Apurva Yawalikar,
Umesh W. Hore
Publication year - 2021
Publication title -
international journal of advanced research in science, communication and technology
Language(s) - English
Resource type - Journals
ISSN - 2581-9429
DOI - 10.48175/ijarsct-1633
Subject(s) - face detection , object class detection , computer science , support vector machine , face recognition grand challenge , artificial intelligence , face (sociological concept) , three dimensional face recognition , facial recognition system , computer vision , lock (firearm) , object detection , process (computing) , viola–jones object detection framework , machine learning , class (philosophy) , task (project management) , pattern recognition (psychology) , engineering , mechanical engineering , social science , systems engineering , sociology , operating system
Face detection is a computer technology being used in a variety of applications that identifies human faces in digital images. Face detection also refers to the psychological process by which humans locate and attend to faces in a visual scene. Face detection can be regarded as a specific case of object-class detection. In object-class detection, the task is to find the locations and sizes of all objects in an image that belong to a given. As per the various face detection system seen various work done onto the detection with various way. In existing this are get evaluate with the HOG with SVM, which will help us to get the exact value so that it is necessary to implement the system which will more effective and advance. As per the face detection seen there are various face detection systems are implemented. Determining face is easy but recognition is quite typical so that we are proposed machine learning based face recognition with SVM which helps to determine and detect the faces So the proposed system will get integrated with highly efficient and effective SVM model for face recognition. The proposed methodology will help us to implement the face based security implementation in any security system like door lock, mobile screen lock etc.