/activity-recognition

Conditional Random Fields (CRFs) and Hidden Markov Models (HMM) for activity recognition of ADLs in smart home environments

Primary LanguageJupyter Notebook

Activity Recognition

Conditional random fields (CRFs) and other discriminative models for activity recognition on home environments using binary sensors

Dependencies

  • Python 2.7+
  • SciPy (scikitlearn and numpy)

Documentation/Report

  • See folder /Report for a comprehensive report of the project