occupant classification system

The OCS streams data from a smart fabric sensor array, embedded in an automotive seat (or surface), to a processing application running an AI/ML system that detects posture and occupant type in real-time. Applications are numerous from personalization and comfort to safer airbag deployment and accident prevention.

role(s):

  • Lead software engineer

  • Machine learning & algorithm architect

  • Project manager

  • Graphics programmer

technology:

  • C++

  • Cinder

  • Qt

  • Python

  • Sklearn

  • OpenGL/GLSL