Connect. Detect. Extract. Deliver.
Toru's computer vision pipeline is built for real-world conditions — any camera, any lighting, any resolution. Here's exactly how it works.
From raw video to actionable insight.
Connect
Any video source connects instantly — IP cameras, drones, NVRs, or recorded footage. No hardware swaps, no proprietary cameras.
Detect
Custom-trained computer vision models run on-premise, analyzing every frame in real time. Optimized for 360p–4K inputs.
Extract
Only anonymized event metadata is extracted — counts, timestamps, zone IDs, and behavioral signals. Raw video never moves.
Deliver
Extracted data streams to your Toru dashboard and mobile app.
Sees everything. Misses nothing.
Object Detection
Purpose-built detection models trained on diverse real-world camera footage. Handles occlusion, low-light, and crowd density.
Behavioral Analysis
Tracks movement trajectories and classifies behavioral patterns — dwell, loitering, queue formation, direction of travel.
Predictive Forecasting
Time-series models forecast footfall, occupancy, and queue spikes up to 4 hours ahead based on historical patterns.
See the pipeline running live.
We'll walk you through every step of the architecture.