Computer Vision & Machine Learning

Transforming Visual Data into Actionable Intelligence

Arosys develops advanced computer vision systems that extract meaningful information from images and video streams. Our ML-powered solutions enable automated recognition, detection, and analysis for security, logistics, and operational applications.

Vision Intelligence at Scale

Computer vision is the foundation of our most powerful operational systems. By training machine learning models to interpret visual data, we enable automated processes that previously required human observation.

Our computer vision capabilities power the ALPR systems in our APC platform, enable face recognition for access control, and provide object detection for inventory and security applications. We deploy these solutions both in the cloud and on edge devices for real-time, low-latency processing.

  • Over 30 years of combined technical expertise
  • Production-deployed systems across Central America
  • Edge and cloud deployment options
  • Custom model training for specific use cases
  • Integration with existing security infrastructure
Vision Pipeline
Camera Input
↓ Video Stream
ML Processing
↓ Detection & Recognition
Analysis Engine
↓ Structured Data
Actionable Intelligence

Computer Vision Solutions

Purpose-built vision systems for security, logistics, and operational intelligence.

License Plate Recognition

High-accuracy ALPR systems that read license plates in real-time under varying lighting, weather, and speed conditions. Supports multiple plate formats across regions.

  • Real-time plate detection and OCR
  • Multi-lane, high-speed capture
  • Night vision and IR support
  • Regional plate format training

Face Recognition

Facial detection and recognition systems for identity verification and access control. Privacy-conscious implementations with configurable retention policies.

  • 1:1 verification and 1:N identification
  • Liveness detection for anti-spoofing
  • Watchlist alerting
  • Privacy-compliant data handling

Object Detection

Custom-trained models that identify and classify objects in images and video. Applications in inventory counting, safety monitoring, and quality inspection.

  • Custom object class training
  • Real-time detection and tracking
  • Counting and measurement
  • Anomaly detection

Traffic Intelligence

AI-powered traffic analysis for smart city applications. Vehicle counting, congestion detection, and flow optimization using existing camera infrastructure.

  • Vehicle counting and classification
  • Congestion detection and alerting
  • Speed estimation
  • Intersection analytics

Security & Surveillance

Intelligent video analytics that transform passive cameras into active security systems. Motion detection, perimeter monitoring, and behavior analysis.

  • Intrusion detection
  • Perimeter breach alerts
  • Loitering detection
  • Abandoned object detection

Custom ML Solutions

Bespoke machine learning models trained for your specific visual recognition needs. From agricultural monitoring to industrial quality control.

  • Custom dataset collection
  • Model training and optimization
  • Edge deployment packaging
  • Continuous model improvement

Automatic License Plate Recognition

Our ALPR technology powers vehicle identification across security, logistics, and parking applications. The system combines high-speed image capture with deep learning-based character recognition.

Technical Capabilities

  • Processing speeds up to 120 km/h vehicle movement
  • 98%+ accuracy under optimal conditions
  • Infrared illumination for night operation
  • Multi-plate capture per frame
  • Plate region auto-detection
  • Character confidence scoring

Deployment Options

  • Integrated edge appliances with embedded processing
  • Software-only deployment on existing cameras
  • Cloud-based processing for distributed sites
  • Mobile ALPR for patrol vehicles
ALPR Pipeline
Vehicle Detection
Plate Localization
Character Segmentation
OCR Recognition
Database Lookup

Edge ML Processing

Computer vision applications often require real-time response that cloud processing cannot provide. Our edge deployment capabilities bring ML inference directly to the camera location.

Edge Advantages

  • Sub-100ms inference latency
  • Operation during network outages
  • Reduced bandwidth requirements
  • Privacy-preserving local processing
  • Lower ongoing cloud costs

Hardware Support

  • NVIDIA Jetson embedded modules
  • Intel Neural Compute Stick
  • Custom edge appliances
  • Industrial-grade enclosures
Edge Architecture
IP Camera
IP Camera
↓ RTSP Stream
Edge ML Device
↓ Results Only
Cloud Platform
Video processed locally, only metadata synced

Computer Vision in Action

Real-world applications of our vision technology across industries.

Parking Management

ALPR-enabled parking systems that automatically log vehicle entries and exits, calculate duration, and integrate with payment systems. No tickets, no barriers for known vehicles.

Technology: ALPR, Vehicle Tracking

Access Control

Face recognition combined with ALPR for multi-factor verification at secure facilities. Employees are recognized automatically; visitors are flagged for manual verification.

Technology: Face Recognition, ALPR

Retail Analytics

Customer counting, heat mapping, and queue detection using existing security cameras. Understand traffic patterns and optimize staffing without additional hardware.

Technology: Object Detection, Tracking

Traffic Monitoring

Municipal traffic analysis providing vehicle counts, classification, and congestion metrics. Support urban planning decisions with data from intersection cameras.

Technology: Traffic Intelligence, Analytics

Industrial Safety

PPE detection ensuring workers wear required safety equipment. Hard hats, safety vests, and protective gear are verified before entry to hazardous areas.

Technology: Object Detection, Custom ML

Agricultural Monitoring

Crop health assessment and yield estimation using drone and fixed camera imagery. Custom models trained to identify disease, pest damage, and growth stages.

Technology: Custom ML, Image Analysis

Powering Our Platforms

Computer vision is the technological foundation of our operational platforms.

APC Platform

The Access & Perimeter Control platform uses our ALPR technology for automatic vehicle identification. Combined with face recognition, it enables multi-factor access verification at secure facilities.

  • License plate capture at entry points
  • Vehicle database matching
  • Optional face verification
  • Edge processing for offline operation
Learn More About APC

Custom Solutions

Beyond our standard platforms, we develop custom computer vision solutions for specific operational requirements. From quality inspection to inventory counting, we train models for your use case.

  • Custom object recognition models
  • Integration with existing systems
  • Edge or cloud deployment
  • Ongoing model improvement
Discuss Your Project

ML Technology Stack

Modern frameworks and infrastructure for production computer vision.

Frameworks

PyTorch, TensorFlow, OpenCV, ONNX Runtime

Architectures

YOLO, ResNet, EfficientNet, Transformers

Edge Hardware

NVIDIA Jetson, Intel NCS, Custom Appliances

Infrastructure

GPU Clusters, Model Registry, MLOps Pipelines

Ready to See What's Possible?

Contact us to discuss how computer vision can transform your operations with automated visual intelligence.