GitHub / 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.

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PURL: pkg:github/kavyadevd/Face-Pose-Illumination-Classifier

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

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