§ Project Case Study

Smart Digital —
Railway Object Detection

Revolutionising critical infrastructure management through geospatial object detection, autonomous drones, and AI-powered condition monitoring across railway, energy, and roadway sectors.

Computer Vision Instance Segmentation Geospatial AI Autonomous Drones IoT Monitoring

01 — Planning Phase

Object & Terrain Visualisation

In the planning phase of new infrastructure paths, SmartDigital conducts in-depth terrain assessments to ensure precision before construction begins.

Precise surveying of planned areas and determination of required distances
Automated checks for potential threats like vegetation or at-risk trees
Effective management of construction sites
Digital twin representation of construction progression
Precise measurement of construction debris and materials for accurate billing

02 — Infrastructure Cataloging

Object Recognition & Inventory

SmartDigital enables consistent digital cataloging of crucial infrastructure components with AI-driven processing and geospatial coordinates.

Recognition of objects along planned or existing pathways (poles, insulators, ties, switches, etc.)
Identification and mapping of safety structures (avalanche barriers, rockfall nets, etc.)
Automatic detection and listing of components with geographical coordinates
Utilisation of aerial data gathering methods (video, infrared, laser)
AI-driven processing and analysis for digital archiving and categorisation

03 — Maintenance

Condition Monitoring

Advanced AI-powered monitoring system for proactive infrastructure maintenance, leveraging IoT and unmanned systems to stay ahead of failures.

AI-powered image analysis for object identification and comparison
IoT system for prompt alerting and forwarding of concern areas
AI-backed vegetation monitoring, especially for tree-fall perimeters
Unmanned aerial systems (UAS) for forward-thinking maintenance
Swift identification of potential threats (building fractures, landslides, etc.)

04 — Emergency Response

Incident & Emergency Exploration

Drone technology enables rapid situation assessment and real-time decision-making during emergencies — even during nighttime operations.

Swift situation assessment through UAS visual checks and data gathering
Enhanced speed and efficacy of decision-making during emergencies
Rapid damage assessments after storms or natural disasters
Real-time flight monitoring with "live views" integration
Capability for instant response, even during nighttime operations

Smart Digital —Railway Object Detection

Object & Terrain Visualisation

Object Recognition & Inventory

Condition Monitoring

Incident & Emergency Exploration

Smart Digital —
Railway Object Detection