case study2024·private
WorkForce AI
Real-time workplace monitoring with computer vision
Stack
TypeScriptTensorFlow.jsYOLOv8MJPEG StreamingDrizzle ORMRailwayWebSockets
Overview
WorkForce AI is a real-time workplace monitoring platform that uses computer vision to track attendance and productivity from live camera feeds. Built with TensorFlow.js and YOLOv8 for low-latency inference, MJPEG streaming for video ingest, and a WebSocket-based dashboard for live alerting.
Highlights
- 01
Real-time YOLOv8 inference on live camera feeds
- 02
MJPEG streaming pipeline optimised for low latency
- 03
WebSocket dashboard with live alerting
- 04
Drizzle ORM on Railway-hosted Postgres
Want to talk about how this was built?