implementation of PCA & Eigenfaces using FER 2013 dataset of face images
-
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.
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.
Mixed set of projects ranging from health data analysis to classical object detection for street signs.
Testing - What can be done with Fisherfaces
Code for coursework1&2 of CS492A - Machine Learning for Computer Vision, KAIST
Models to detect real pictures from fake photoshoped pictures
Eigenfaces using Principal Component Analysis (PCA) on the Olivetti Faces Dataset.
Face detection and recognition using EigenFaces and FisherFaces Methods
Add a description, image, and links to the eigenfaces topic page so that developers can more easily learn about it.
To associate your repository with the eigenfaces topic, visit your repo's landing page and select "manage topics."