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Metrici · Weighing Applications

AI Weighing Applications (LPR, Vehicle Classification & Automated Weighing)

Automated weighbridge management, overload detection, weight verification and fleet tracking — all powered by Metrici AI, LPR, and DNN technology.

Integrating License Plate Recognition, Line Counter, Area Counter, Parking Place Detector and DNN training — to create fully automated industrial weighing systems.

Request Demo → Explore Engines
Weighing Station · Live Feed Monitoring
0
Trucks Today
0
Scales Active
0
Overloads
0
Accuracy
✅
B 44 XKR — Scale 1 · Entry
LPR · 24,800 kg · Stable plate
99.2%
OK
⚠
TM 12 ZZZ — Scale 2 · Entry
LPR · 41,200 kg · Overload
98.7%
OVERLOAD
📸
CJ 21 ABC — Scale 1 · Exit
LPR · 18,400 kg · Whitelist
99.8%
WHITELIST
Business Benefits

Why Weighing Operators Choose Metrici AI

From revenue protection to full compliance, Metrici delivers measurable improvements across every aspect of weighing operations.

💵

Revenue Protection

Eliminate weight fraud and capture every transaction with automated LPR identification and scale sync.

  • 99%+ LPR accuracy at entry/exit
  • Automated weight verification
  • Real-time revenue analytics
⚡

Operational Efficiency

Speed up entry, weighing, loading and exit — vehicles move through the station faster with zero delays.

  • Free-flow weighing mode
  • Automated ticket generation
  • Dynamic queue management
⚠

Overload Prevention

Detect overloaded vehicles in real time and prevent them from leaving the site or entering restricted zones.

  • Real-time weight monitoring
  • Automatic overload alerts
  • Enforced weight limits
🚛

Fleet Management

Track fleet movement, weighbridge usage and cargo data — fully automated per vehicle per visit.

  • Whitelist fleet vehicles
  • Per-vehicle weight history
  • Loading/unloading tracking
📚

Compliance & Audit

Every weight event linked to vehicle identity, timestamp and photo — complete traceability for inspections.

  • Full audit trail per plate
  • Exportable compliance reports
  • Anti-fraud pattern detection
Comparison

Manual Weighing vs Metrici AI

See how Metrici AI transforms every aspect of weighing operations.

Capability Manual Weighing Metrici AI
Vehicle Identification Manual entry or RFID Automated LPR at entry/exit
Weight Recording Operator logs weight Auto-sync with scale data
Overload Detection Post-weighing check Real-time alerts & enforcement
Queue Management Fixed lane configuration Dynamic flow optimization
Access Control Manual gate operation LPR whitelist & authorization
Data Accuracy Prone to human error Photo-verified, timestamped
Reporting Manual compilation Automated, exportable reports
Scale Integration Basic serial connection API-based, any scale brand
Audit Trail Paper or spreadsheet Full digital traceability
From the moment a truck arrives to the second it leaves — every weight event linked to a vehicle identity, automatically.

Metrici brings the same AI vision technology used in smart cities and industrial production lines to weighing operations. No manual check-ins. No lost paperwork. No waiting in the dark.

The Setup

Four Engines. One Automated Process.

Each detection engine plays a specific role. Together, they build a complete automated weighing workflow — from vehicle approach to exit.

📸
1

LPR Engine

Identifies vehicles at entry and exit points by reading license plates. Links plate data to weight and operational details.

▶️
2

Line & Area Counter

Monitors vehicle movement, counts entries and exits, and triggers actions when zones are full or empty.

🗺️
3

Parking Place Detector

Detects virtual parking spots on the weighbridge. Confirms proper positioning before weighing begins.

🧠
4

DNN Training

AI-powered models enhance recognition accuracy, classify vehicle types and detect cargo elements in challenging conditions.

Detection Engines

The AI Engines Behind Automated Weighing

Each engine handles a specific detection task. Their combined intelligence creates a fully autonomous weighing process.

📸

License Plate Recognition

Vehicle Identity

  • Automatically identifies vehicles entering or leaving the site by reading their license plates
  • Detects vehicles at entry or exit points and logs data, linking it to the vehicle's weight and operational details
  • When a vehicle occupies a virtual parking spot, LPR triggers and associates the plate with the weighing system for accurate data mapping
  • Automates access control by cross-referencing plate numbers with an authorized database
▶️

Line & Area Counter

Count and Track

  • Monitors vehicle movement by counting entries and exits or determining the number of vehicles in a specific area
  • Any engine can trigger other detection engines based on real-time conditions
  • Tracks the flow of vehicles to and from weighbridges or loading/unloading zones, ensuring no bottlenecks occur
  • Counts vehicles in a loading bay or holding area and triggers actions — signaling when a zone is full or giving directions
  • Optimizes resource allocation and planning based on vehicle throughput
🗺️

Parking Place Detector

Occupancy Detection

  • Detects the occupancy status of designated parking spaces — physical or virtual — using cameras
  • Always on alert for cars that occupy parking spots to trigger other events
  • Monitors loading bays to see when they are busy or available
  • Virtual parking spot detection triggers specific actions such as LPR scanning or vehicle weighing
  • Ensures vehicles are correctly positioned before weighing or loading, minimizing errors
🧠

DNN Training

Constant Improvement

  • Enhances the accuracy of LPR, parking detection and vehicle classification through AI-powered models
  • Recognizes specific vehicle types (trucks, cars, loaders) and associates their category with predefined processes
  • Improved recognition in challenging conditions — poor lighting, dirt-covered plates, heavy weather
  • Reduces false positives and negatives in vehicle detection, ensuring reliable automation
  • Can detect different elements in a truck bin: fire extinguishers, tires, gas tanks and more
System Integration

Triggers Between Engines

The power of Metrici comes from how detection engines communicate and trigger each other — creating an intelligent, self-regulating system.

🗺️

PPD

Parking Place Detector

→
📸

LPR

Plate Recognition

→
▶️

Area

Area Counter

→
⚖️

Scale

Weighing Sensor

→
🧠

DNN

AI Training

How the Triggers Work

A vehicle occupying a virtual spot triggers the LPR system for validation. The Area Counter ensures the vehicle is correctly positioned and stable before activating the weighbridge and reading the weight. Real-time vehicle counts adjust the entry flow dynamically. DNN training continuously enhances detection accuracy for seamless operations in noisy, variable industrial environments.

The Process

Automated Weighing Workflow

From vehicle arrival to complete exit — every step is automated, logged and verified without human intervention.

1

Vehicle Arrival

The vehicle enters the site and is detected by a Metrici LPR system at the gate. The license plate is logged into the system and cross-verified against a database of authorized vehicles. Access is granted or denied automatically.

2

Parking Spot Detection

A Parking Place Detection engine or Area Counter identifies when the vehicle enters a designated virtual parking spot near or on the weighbridge. The system triggers a LPR check and aligns this data with the weighing process.

3

Weighing Process

Once the vehicle is in position on the scale, a controller is activated and Metrici reads the weight data. The license plate, weight value and timestamp are stored together in the database or sent to third-party systems for tracking and billing. The system checks if the vehicle meets safety standards and weight limits before proceeding.

4

Post-Weighing Action

The vehicle proceeds to the loading or unloading zone. LED displays guide the driver to the correct position. After completing its task, it passes through an LPR exit point where the system confirms the vehicle has left the site. The complete event — plate, weight, timestamps and photos — is logged for audit purposes.

Applications

Where Weighing Automation Matters

Every industry that handles vehicles and requires accurate weight tracking can benefit from automated weighing integration.

🏭 · Industrial & Extraction

Quarries & Ballast Pits

Track every extraction load in and out. Flag overloads automatically and compare declared versus actual weights for full compliance.

Industrial Factories

Link outbound shipments to vehicle plates. Detect weight deviations before trucks leave the gate — preventing loss or fraud.

Agricultural Processing

Weigh incoming harvests and outgoing deliveries — fully automated per vehicle per visit. No manual entry required.

Waste Management

Record collection weights per vehicle, route and operator. Export data for regulatory reporting and billing.

🚛 · Logistics & Transport

Ports & Logistics Hubs

Handle high vehicle throughput at container gates with free-flow LPR and scale sync. No stopping, no delays.

Transport & Logistics

Automate weighing at depot entry and exit. Whitelist company fleet vehicles and flag unauthorized trucks instantly.

Storage & Warehousing

Monitor inbound versus outbound loads per registered vehicle. Get deviation alerts for security and inventory control.

Highway Checkpoints

Enforce load limits in free-flow mode without stopping traffic. Maintain a full compliance database per vehicle.

🏛️ · Authority & Compliance

Tax & Customs Authorities

Collect weight-based fees automatically. Maintain a full audit trail per plate, time and weight value.

Regulatory Compliance

Ensure all vehicles comply with weight limits and safety standards. Generate exportable reports for inspections.

Anti-Fraud Detection

Detect weight manipulation, unauthorized vehicle access and suspicious patterns. Alert management in real time.

Custom Applications

Every weighing site has unique requirements. Metrici's DNN training and integration capabilities adapt to any custom scenario.

Why Metrici Weighing

Benefits of Integrated Weighing Automation

By combining multiple AI detection engines, industrial sites achieve a fully automated and highly efficient vehicle management system.

⚡

Full Automation

Reduces the need for manual intervention and eliminates human error at every step — from plate reading to weight logging.

⏱

Operational Efficiency

Speeds up processes like entry, weighing, loading, unloading and exit. Vehicles move through the station faster with zero delays.

📊

Data Accuracy

Links vehicle details with weight, time and operational records for precise reporting. Every event is timestamped and photo-verified.

🛡️

Safety & Compliance

Monitors vehicle movements to prevent overloading and manage traffic on-site. Flag deviations before they become incidents.

💰

Cost Savings

Optimizes resource utilization and reduces downtime through better planning. Fewer staff required for weighing operations.

🔌

Works With Existing Cameras

No new hardware required. Metrici runs on your current IP camera infrastructure — Axis, Bosch, Hikvision, Uniview and more.

🔗

Integrates With Any Scale

Connects to any industrial weighing scale. Special firmware for Barix Barionet hardware. API-based connection for any external system.

🧠

AI That Gets Better

DNN training continuously improves recognition accuracy. The system adapts to your specific environment and conditions over time.

Case Study

Weighing Automation — Complete Integration

See how Metrici's LPR, PPD and DNN engines fully automated a multi-scale industrial weighing operation — from vehicle arrival to complete record.

Read Case Study →
Related Products

The Full Metrici Suite

Weighing Applications are built from the same engines that power Metrici's core products. Explore them individually or deploy them together.

📸

Metrici LPR

License plate recognition — the foundation for vehicle identification at every checkpoint.

Learn more →
⚖️

Weighing Module

The dedicated add-on module that syncs plate recognition with industrial scale data.

Learn more →
□

Area Counter

Count vehicles in zones. Monitor holding areas and loading bays in real time.

Learn more →
🗺️

PPD

Parking Place Detector — detect when vehicles are on the scale for accurate weighing.

Learn more →
💡

LED Display

Guide drivers to the correct ramp, show weight data or display custom instructions.

Learn more →
🧠

Custom AI

Train the system to recognize your specific vehicle types, cargo and processes.

Learn more →
Get Started

Automate Your Weighing Operations.

See how Metrici's integrated detection engines can fully automate your weighing process — from vehicle arrival to complete record. Book a live demo on your actual installation.

Request Demo → Contact Sales

Metrici AI Solutions SRL is a Bucharest-based company, founded in 2010. Metrici is our brand name for advanced video analytics solutions, designed to meet the needs of businesses and organizations. Our passion for technology and expertise in computer vision are used by the best partners for making a better place to live in, a safer and smarter city. With one of the widest range of applications based on video analytics and AI technologies, Metrici ranks among the leading companies in the world. Be assured that every software release represents our most advanced development to date as Metrici keeps innovating in accurate recognition.

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phone

+4031 405 69 20

Email

sales@metrici.ro

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