Gaze Estimation on Spresense
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Abstract (arXiv)
Gaze estimation is a valuable technology with numerous applications in fields such as human-computer interaction, virtual reality, and medicine. This report presents the implementation of a gaze estimation system using the Sony Spresense microcontroller board and explores its performance in latency, MAC/cycle, and power consumption. The report also provides insights into the system's architecture, including the gaze estimation model used. Additionally, a demonstration of the system is presented, showcasing its functionality and performance. Our lightweight model TinyTrackerS is a mere 169Kb in size, using 85.8k parameters and runs on the Spresense platform at 3 FPS.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 2 of its 4 references that are in the map. First posted on arXiv 23 Aug 2023.
Builds on
2 of 4 references.
References · 2
- 2016Eye Tracking for Everyonecited by 155
- 2023TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimationcited by 16
Built on by
Citing papers per year: 2023: 1.
1 paper.