implementation of PCA & Eigenfaces using FER 2013 dataset of face images
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Updated
Jan 20, 2022 - Python
implementation of PCA & Eigenfaces using FER 2013 dataset of face images
Hand crafted features and Learned Features for classification of faces on Yale32x32 dataset. LBP, HoG, SRC, Eigenfaces, Fischerfaces used with conventional ML algorithms
Face Recognition using PCA & LDA dimensionality reduction, then classification using KNN.
Desktop application incorporating face detection using Viola-Jones classical technique as well as face recognition using PCA analysis.
This repo contains implementations of key unsupervised learning techniques, including image compression (K-means, GMM), PCA for Eigenfaces, ICA for audio separation, and CVAE for MNIST generation. It's a resource for understanding and applying foundational algorithms.
Generates eigenfaces through PCA analysis
Predicting the winners of Miss Finland 2016 with penalized logistic regression, using image data.
Detection and Recognition of faces using ML Classification Algorithms, Neural Networks, Siamese Network and face-recognition library at Python
An eigenspace update algorithm for image feature extraction and recognition
Real World Facial Image Classification by Dimensionality Reduction through PCA
A repository to house the code for my course project for ECE 269 - Linear Algebra - Fall 2019 taken at the University of California San Diego (UCSD)
A facial recognition system in MATLAB that uses the Eigenfaces and PCA techniques to recognize faces.
2nd/3 assignment of the "Machine Learning (ML) - Patterns Recognition" NKUA course (Spring Semester 2023). Face recognition - SVM classification implementations.
In this project, the focus is on image compression using Singular Value Decomposition (SVD), specifically following the principles of the well-known "Eigenfaces" experiment.
Advanced Techniques in Face Recognition!
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.
Elementary algorithm for face recognition using PCA
An upgrade of the security_cam repo. Now recognizes faces.
Eigenfaces implementation for EE4208 at NTU, including brief analysis
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