close-up of a chip on the end of a finger

On-device ML for Object and Activity Detection

Established: January 8, 2015

  1. 2016
    • Project title: Efficient implementation of DNNs on embedded devices for object recognition
    • People involved:
      • Josh Fromm, MSR intern from UW
      • Matthai Philipose, Ofer Dekel and Shuayb Zarar from Microsoft Research
  2. 2016
    • Project title: Characterizing performance of long-range radios in LPWANs
    • People involved:
      • Samantak Gangopadhyay, MSR intern from GaTech
      • Krishna Chintalapudi, Victor Bahl and Shuayb Zarar from Microsoft Research
  3. 2015
    • Project title: Pose detection with always-on cameras
    • People involved:
      • Soham Desai and Prof. Arijit Raychowdhury, remote collaborators from GaTech
      • Jie Liu and Shuayb Zarar from Microsoft Research
  4. 2014
    • Project title: Efficient implementation of feature extraction and image classification for ambient-aware computing
    • People involved:
      • Swagath Venkataramani, MSR intern from Purdue University
      • Anand Raghunathan, remote collaborator from Purdue University
      • Jin Li, Xian-Sheng Hua, Jie Liu, Bodhi Priyantha, Victor Bahl, Matthai Philipose and Shuayb Zarar from Microsoft Research

People

Portrait of Matthai Philipose

Matthai Philipose

Senior Principal Researcher

Portrait of Bodhi Priyantha

Bodhi Priyantha

Researcher