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boosted-svm

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kavyadevd / Face-Pose-Illumination-Classifier

Label classification for three datasets: Face, Pose and Illumination. Bayes Classifier, KNN Classier, Kerner SVM and Boosted SVM algorithms are written from scratch in Python. The results were evaluated and compared to understand the effectr of dimentionality reduction techniques including PCA, LDA and MDA validation using K-fold cross validation.

machine-learning mda pca lda bayes-classifier knn kernel-svm k-fold-cross-validation boosted-svm

Updated Mar 10, 2023
Jupyter Notebook

saurabhp369 / Face_Recognition

This repository contains the code to implement different classifiers to achieve face recognition.

face-recognition bayes-classifier svm-classifier knn-classification boosted-svm

Updated Feb 4, 2023
Python

longhongc / CMSC828C-Project1

Face recognition with Bayesian Classifier, KNN, KernelSVM (Linear, RBF, Polynomial), Boosted SVM, PCA, LDA

pca lda knn kernel-svm bayesian-classifier statistical-pattern-recognition boosted-svm

Updated Mar 4, 2023
Jupyter Notebook

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