PRODUCTS / AI BOX SERIES / TRAFFIC MONITOR
Traffic Monitor – Vehicle Counting and Classification Camera System
A cabinet-mounted unit that turns existing road cameras into a counting and classification system. Counts, classes, and congestion state produced on site, at the pole.
Person and vehicle detection benchmarked on VisDrone, >90% mAP@0.5 · Runs offline
What It Detects
Vehicle count by direction
Vehicle class: Car, Truck, Bus, Motorcycle, Bicycle
Congestion state and estimated speed
Stopped vehicle detection
License Plate Recognition available as Addon
Real-Time Traffic Analytics at the Edge
Vehicle Detection & Classification
- Cars, motorcycles, buses, trucks
- Lane-level classification
- Direction and movement tracking
Traffic Flow Monitoring
- Real-time vehicle counts
- Lane utilization analysis
- Congestion detection
Live Dashboard & Alerts
- Live video with AI overlays
- Real-time traffic statistics
- Configurable alerts and reports
Why Choose the AI Box Edition
Ideal for enterprises with established IT environments and centralized operations.
No existing servers required
Works directly with existing IP CCTV cameras
Edge processing with no cloud dependency
HOW IT WORKS
Deployment Steps
Mount at The Pole
The unit sits in the roadside cabinet alongside existing camera infrastructure. No backhaul of video required.
Define The Counting Lines
Draw the lines and directions. Assign classes to count separately.
Report Locally or Upstream
Counts written locally and pushed to your traffic management platform via API.
Flexible Hardware for Any Scale
The ARSA AI Box is available in two distinct hardware configurations, allowing you to choose the architecture that best fits your facility’s infrastructure, whether distributed at the edge or centralized in the server room.
The Edge Model (Mini PC)
Process up to 3 Camera
Ideal for distributed deployments and space-constrained environments.
- Core Architecture: Built on the Intel® NUC platform.
- Form Factor: Compact, ultra-small footprint designed for easy mounting behind displays or in tight spaces.
- Performance: Optimized for low-power, continuously running 1-3 streams or low-density inference tasks.
- Deployment Strategy: Place one unit per location to keep processing localized and minimize bandwidth usage.
The Server Model (High-Density)
Process up to 25 Camera
Ideal for centralized monitoring and heavy workload consolidation.
- Core Architecture: Powered by Intel® Processors paired with dedicated NVIDIA® GPUs.
- Form Factor: Industrial rack-mount chassis for seamless integration into standard server cabinets.
- Performance: High-throughput processing capable of analyzing up to 25 camera streams simultaneously in real-time.
- Deployment Strategy: Route all camera feeds to a single, powerful central unit to simplify hardware management and maintenance.
TRANSPARENT
Pricing
The Appliance Hardware
| System | Cameras | Price |
|---|---|---|
| AI Box Mini | up to 3 | $1,890 |
| AI Box Server | up to 25 | $10,900 |
| AI Box Server Pro | 25+ | Request a quote |
Traffic Monitor Licence, per camera
| Module | Perpetual | Maintenance / year | Subscription |
|---|---|---|---|
| Traffic Monitor | $1,170 | $211 | $39 / month |
The appliance is purchased outright and includes the configured unit, local dashboard, remote setup, and a 12-month hardware warranty. Licences are bought per camera, outright or by subscription. Camera hardware is not included.
MINIMUM
Site Requirements
| Mounting height and camera angle | Optimal 15° to 35° tilt. Max 45° for counting, 40° for classification. |
| Minimum resolution at detection distance | 67 PPM for counting (max 24.9 m on 2 MP/60° lens), 107 PPM for classification (max 15.6 m). |
| Night-time performance | Minimum 10 lux at target for counting, 20 lux for classification. Minimum WDR 120 dB recommended for headlight glare. |
| Environmental rating for cabinet mounting | IP66 ingress protection, −10°C to +60°C. IK08 recommended for outdoor cabinets. |
FAQ
Common Questions
How many lanes can one camera cover?
It depends on distance and sensor resolution. A standard 2 MP camera with a 60-degree lens covers a footprint roughly 11 metres wide at the 15.6 m classification limit, safely covering 3 lanes. Wider roads require a higher resolution sensor or multiple cameras.
How accurate is counting at night?
Accuracy is maintained provided there is at least 10 lux at the target plane for counting, and 20 lux for classification. Extreme low light or heavy rain will degrade classification before it degrades basic counting.
Can the unit mount in an existing roadside cabinet?
Yes. The Mini is designed for cabinet mounting. Power, network, and environmental rating requirements: an IP66 equivalent cabinet and -10°C to +60°C operating temperature.
Can one system count across multiple intersections?
The Server handles up to 25 camera streams, so a single unit can cover several intersections if the streams route back to one location. Distributed intersections without backhaul use one Mini each.
Deploy Traffic Analytics Where It Matters
Turn CCTV cameras into real-time traffic intelligence tools.