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03 / 08Public backend
COMPUTER VISION + EDUCATION
Third Eye of Classroom
A classroom-monitoring backend that combines live camera processing, attendance events, engagement signals, notifications, and secure reporting APIs.
What this project is trying to make possible.
Explore how computer vision and structured analytics can give teachers useful classroom signals without replacing human judgment.
A plain-language view of the system.
- Camera frames enter a YOLOv8, ByteTrack, ArcFace, and MediaPipe pipeline.
- Detection events travel through Redis Streams to an analytics worker.
- Attendance, engagement, and notification data is stored in PostgreSQL.
- A secure multi-tenant API exposes dashboard and reporting views.
What the project demonstrates today.
Where the next useful versions could go.
- Teacher-facing dashboards
- Personalized practice paths
- Multilingual explanation support
- LMS integrations