Project Info
SmartCamera: Enabling On-device and Privacy-friendly IoT Services
Dong Chen
dongchen@mines.edu
Project Goals and Description:
This project aims at designing a new programmable camera that can support on device machine learning algorithms and user privacy preserving simultaneously. The best place to protect data privacy is where the data is generated. In particular, we will this open source smart camera to further benchmark the feasibility and performance of other existing IoT devices to host IoT services in smart homes.
More Information:
Grand Challenge: Engineer the tools of scientific discovery.
Arducam 5MP Camera for Raspberry Pi, 1080P HD OV5647 Camera Module V1 for Pi 4, Raspberry Pi 3, 3B+, and Other A/B Series
Primary Contacts:
Dong Chen, dongchen@mines.edu
Student Preparation
Qualifications
- Linux Shell commands and scripts.
- Raspberry Pi 4 programming experience.
- Basic Machine learning algorithms experience (at least 1 model)
TIME COMMITMENT (HRS/WK)
5
SKILLS/TECHNIQUES GAINED
- Linux Shell commands and scripts.
- Arducam 5MP Camera and or Raspberry Pi 4 programming experience.
- Top-tier ACM IoT conference publication.
- On-device Machine learning algorithms.
MENTORING PLAN
Weekly individual meeting + group meeting + paper writing advising
PREFERRED STUDENT STATUS
Freshman
Sophomore
Junior
Senior