acs-project

Pattern Recognition - GUI Face Recognition Algorithms + K-means examples

Face recognition algorithms

• Nearest Neighbours
• k Nearest Neighbours
• Eigenfaces (2 versions)
• Lanczos
• Tensors Algorithm

Dataset: ORL (db folder) - 40 persons (400 images)
Within GUI one can select the Training/Test ratio.

Clustering algorithms

• K-means (my implementation)
• K-means (scikit)
• Hierarchical (scikit)

Dataset: https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
Human Activity Recognition Using Smartphones Data Set (HAPT folder)