DrowseGuard monitors driver drowsiness, yawning, and head nodding in real time — alerting fleet operators before a fatigued driver becomes a statistic on India's highways.
India's truck and bus drivers routinely clock 16–20 hour shifts. Fatigue is invisible in accident reports — buried under "over-speeding" and "loss of control."
DrowseGuard runs on a compact hardware unit using MediaPipe's 478-point face mesh to track three independent drowsiness signals simultaneously — no cloud, no latency.
Tracks the ratio of eyelid height to width across 6 facial landmarks per eye. When eyes begin closing, EAR drops below threshold — persistent low EAR across consecutive frames triggers a drowsiness alert.
Measures mouth opening using 4 landmark points. A wide, sustained opening indicates yawning — one of the earliest and most reliable physiological precursors to microsleep onset in drivers.
Tracks nose tip Y-position against a self-calibrating baseline. Forward head drop signals microsleep onset. Baseline auto-calibrates in 20 frames — works instantly for every driver, including those with turbans or beards.
Run the backend locally and open the live detector. The system processes your face at 10 fps — EAR, MAR, and nod metrics update in real time.
$ pip install flask flask-cors mediapipe opencv-python
$ python app.py
Server running on http://0.0.0.0:5000
Open browser → localhost:5000
Fleet operators aren't deciding whether to buy — they're deciding who to buy from. DrowseGuard is the affordable, fast-to-deploy Indian alternative to expensive multinational enterprise players.
Projected to reach $3.5B by 2033. India and Southeast Asia are the fastest-growing regions worldwide.
Global average hardware cost is ~$120 per vehicle. DrowseGuard hits this while adding a SaaS dashboard layer on top for recurring revenue.
With a sub-₹4,000 bill of materials, even at fleet discount pricing the hardware margin remains strong — before any SaaS revenue is counted.
Enterprise players like Rosmerta Technologies and Netradyne D-450 are expensive and slow to deploy. Their pricing and long sales cycles leave a clear opening for a fast, affordable Indian startup that genuinely understands the driver — not just the data.
Hardware once, dashboard monthly. Straightforward pricing designed for Indian fleet operators — not enterprise procurement cycles.
We offer free 3-month pilots for fleets of 10–20 trucks. Your fleet, your roads, our system — installed in under 30 minutes per vehicle.