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Projects in Awesome Lists tagged with eigenfaces

A curated list of projects in awesome lists tagged with eigenfaces .

https://github.com/milaan9/python_computer_vision_from_scratch

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

canny-edge-detection computer-vision dtw-algorithm eigenfaces feature-extraction hough-lines image-analysis image-manipulation image-processing image-recognition ipython-notebook machine-learning python4datascience python4everybody sobel-filter sobel-operator tutor-milaan9

Last synced: 06 Apr 2025

https://github.com/wihoho/FaceRecognition

Implement face recognition using PCA, LDA and LPP

eigenfaces face-recognition fisherfaces java lda lpp pca

Last synced: 17 Jan 2026

https://github.com/lauszus/facerecognitionlib

Library for calculating Eigenfaces and Fisherfaces in C++

eigenfaces face-recognition fisherfaces

Last synced: 12 Jun 2025

https://github.com/adichat/faces

Do you look like a Nobel Laureate :medal_military:, Physicist, Chemist, Mathematician, Actor or a Programmer? God gave you one face and you went on to get a peek into the mind of God. :cloud_with_lightning:

deep-learning eigenfaces flask machine-learning principal-component-analysis python

Last synced: 11 Oct 2025

https://github.com/pavlin-policar/facial-recognition

A simple implementation of Fisherfaces for realtime facial recognition.

eigenfaces face-detector fisherfaces pca

Last synced: 27 Jul 2025

https://github.com/khyatimahendru/eigenfaceswithsvd

Facial Recognition on 'Labelled Faces in the Wild Dataset' using the concept of Eigenfaces. I have used Singular Value Decomposition to obtain the eigenfaces used.

classification computer-vision decomposition eigenfaces face-recognition facial-recognition labelled-faces linear-algebra svd svd-factorization

Last synced: 07 Apr 2025

https://github.com/danielmartensson/jfaces

Use jFaces to predict unknown images by training a set of images

eigenfaces face-recognition fisherfaces image-recognition imageclassification java

Last synced: 01 May 2025

https://github.com/klaragtknst/bachelor-thesis

This repository contains the written work on the Bachelor thesis 'Identification of key information with topic analysis on large unstructured text data'.

eigendocs eigenfaces nlp pca

Last synced: 09 Feb 2026

https://github.com/geekquad/facial-recognition-with-pca

Face Recognition Implementation using PCA, eigenfaces, and SVM

eigenfaces face-recognition gridsearchcv lfw-dataset pca sklearn svm-classifier

Last synced: 15 May 2026

https://github.com/mohsenfallahnjd/eigenfaces

Implementation of EigenFaces algorithm with python.

algorithm algorithms eigenfaces implementation python

Last synced: 22 Mar 2025

https://github.com/kauahensilva/python_identifies_human

This project aims to achieve image recognition using artificial intelligence (AI) specifically for identifying people.

eigenfaces fisherfaces lbph-face-recognizer python

Last synced: 19 Feb 2026

https://github.com/jakeoeding/eigenfaces

Simple facial recognition with eigenfaces

eigenfaces python3 svd

Last synced: 05 Oct 2025

https://github.com/sohhamseal/eigen-faces

Application of PCA in facial recognition

dimentionality-reduction eigendecomposition eigenfaces pca svd

Last synced: 30 May 2026

https://github.com/agnjason/pca

实现pca，并应用PCA-eigenfaces

eigenfaces pca python

Last synced: 06 May 2026

https://github.com/nazanin1369/eignfaces

Faces recognition example using eigenfaces and SVMs

classification-report eigenfaces machine-learning pca

Last synced: 10 Jun 2026

https://github.com/mr-maike/doorlock

:bust_in_silhouette: | Sistema de reconhecimento facial usando LBPH para o meu Trabalho de Conclusão de Curso do Senai

eigenface-algorithm eigenfaces facial-recognition fisherfaces lbph-face-recognizer opencv-python

Last synced: 27 Mar 2025

https://github.com/mohammadshabazuddin/machine_learning_for_face_identification

Faces recognition project using Support Vector Machines (SVM) and Principal Component Analysis (PCA). It utilizes the Labeled Faces in the Wild (LFW) dataset, employs dimensionality reduction with PCA, and fine‑tunes SVM hyperparameters using RandomizedSearchCV.

eigenfaces principal-component-analysis randomizedsearchcv support-vector-machines

Last synced: 10 Apr 2025

https://github.com/ammahmoudi/face-recognition

Face recognition using Eigen faces, PCA and support vector machines

eigenfaces face-recognition machine-learning ml pca svm

Last synced: 11 Jun 2026

https://github.com/david-palma/mathematics-for-machine-learning

Mathematics for Machine Learning is a specialisation in which you will master the fundamental mathematical toolkit for machine learning: calculus, linear algebra, statistics, and probability.

coursera data-science dimensionality-reduction eigenfaces eigenvalues eigenvectors jupyter-notebook linear-algebra machine-learning multivariable-calculus pca principal-component-analysis python

Last synced: 16 May 2026

https://github.com/ggcr/eigenfaces-pca

Eigenfaces using Principal Component Analysis (PCA) on the Olivetti Faces Dataset.

eigenfaces eigenvectors facial-recognition pca principal-component-analysis

Last synced: 09 Aug 2025

https://github.com/tapishr/pca-mlprojects

Generates eigenfaces through PCA analysis

eigenfaces matlab pca-analysis

Last synced: 10 Aug 2025

https://github.com/isa1asn/face-recognition-eigen_faces-fisher_faces

A1 - Face recognition using eigen faces and fisher faces

eigenfaces face-recognition fisherfaces lda pca svd

Last synced: 13 Aug 2025

https://github.com/mariajbp/mml

Eigenfaces: facial recognition using PCA

eigenfaces machine-learning pca pca-analysis python

Last synced: 14 Mar 2025

https://github.com/winterwind/pca_project

A short two-part project that uses PCA (along with GMM in task 2); first with the fashion-NMIST dataset and then with fetch_lfw_people

data-science eigenfaces fashion-mnist fashion-mnist-dataset gaussian-mixture-models gmm jupyter-notebook machine-learning matplotlib matplotlib-pyplot pca pyplot python sklearn

Last synced: 11 May 2026

https://github.com/cvhariharan/face-detector

A python eigenfaces implementation.

eigenfaces face-detection python

Last synced: 03 Apr 2025

https://github.com/chanakyavasantha/eigen-face-classification

Real World Facial Image Classification by Dimensionality Reduction through PCA

eigenfaces face-classification pca

Last synced: 05 Sep 2025

https://github.com/seanny123/ee4208_eigenfaces

Eigenfaces implementation for EE4208 at NTU, including brief analysis

eigenfaces opencv python

Last synced: 16 Apr 2026

https://github.com/prishabhanot/facial_recognition_pca

A face recognition system using Principal Component Analysis (PCA) for dimensionality reduction and a Support Vector Machine (SVM) classifier for classification. PCA extracts essential features (eigenfaces) from facial images, significantly reducing computational complexity while retaining critical information for accurate recognition.

data eigenfaces facial-recognition pca python reducing-computational-complexity reducing-data-dimensions svm-classifier

Last synced: 01 Mar 2025

https://github.com/arkaung/eigenfaces

Playground for experimenting eigenfaces

computer-vision eigenfaces eigenvectors image-processing neuralnetwork

Last synced: 12 Mar 2025