Machine LearningCoursework
HMM Activity Recognition
Classifying standing, walking, and running with Hidden Markov Models
About
NTUA Pattern Recognition assignment implementing Hidden Markov Models from scratch to classify three activities from accelerometer recordings, with comparisons of raw signals versus feature-engineered inputs.
Status
Submitted for NTUA Pattern Recognition. Notebooks reproduce the full analysis.
Stack
PythonNumPyHMMJupyter