Face Detection & Recognition System
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Updated
Aug 12, 2024
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Face Detection & Recognition System
Classical face recognition pipeline implementing PCA (Eigenfaces) and LDA (Fisherfaces) with mathematically validated dimensionality handling, unit-tested correctness, and reproducible execution via Docker, CI, and Kubernetes.
This repository contains a collection of computer vision projects using OpenCV, DLib, and Mediapipe. It includes implementations of facial detection, facial classification, facial landmark detection, and hand tracking.
Implementação em matlab dos algoritmos de reconhecimento facial Eigenfaces e Fisherfaces para o trabalho de conclusão de curso Reconhecimento facial aplicado a imagens infravermelhas: um estudo comparativo utilizando abordagens holÃsticas.
Projects related to Face Recognition
Real Time emotion recognition and music player
Hand crafted features and Learned Features for classification of faces on Yale32x32 dataset. LBP, HoG, SRC, Eigenfaces, Fischerfaces used with conventional ML algorithms
Real-time biometric authentication and tracking pipeline. Built with Python and OpenCV, implementing Haar Cascades for face detection and LBPH/Eigenface algorithms for high-accuracy facial recognition and automated database logging.
🔎 Facial detection and recognition using PCA and LDA for feature extraction and SVM for classification
Machine learning-based real-time face recognition system using a self-trained FisherFace model and Haar Cascade for face detection with confidence-based unknown face classification.
FISHERFACES VS EIGENFACES - A COMPARISON
Reproducible classical face biometrics experiments covering ROC metrics, Eigenfaces, Fisherfaces, illumination normalization, and local facial features.
Face Recognition Algorithms using Eigenfaces and Fisher Faces
A1 - Face recognition using eigen faces and fisher faces
Real-time face recognition using OpenCV with dataset creation and FisherFaceRecognizer for identifying known and unknown faces.
Comparision between performances by Eigenface vs Fisherface techniques
Detect and recognize faces from images, videos and webcam with OpenCV and Dlib libraries
Testing - What can be done with Fisherfaces
👤 | Sistema de reconhecimento facial usando LBPH para o meu Trabalho de Conclusão de Curso do Senai
An upgrade of the security_cam repo. Now recognizes faces.
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