Automate Train Inspection & Detect Open Wagon Doors
Eliminate derailment hazards and manual inspection delays. Spot unlatched or swinging doors on moving cargo wagons using local camera feeds and edge computer vision with sub-second processing latencies.
The High Cost of Open Cargo Doors
Relying on manual yard inspections to catch swinging wagon doors causes severe logjams and creates massive physical risk for railway infrastructure.
Critical Derailment Risk
Open or unlatched steel doors on moving freight wagons strike signals, platforms, and passing trains, leading to catastrophic derailment hazards.
Slow Manual Inspections
Stopping cargo trains for manual physical checks at every yard checkpoint introduces costly delays, ruining scheduling efficiency.
Harsh Yard Conditions
Standard physical sensors and lasers break down or fail due to high vibration, heavy snow, rain, mud, and continuous yard dust.
How Wagon Scan Works
Our edge computer vision pipeline detects physical door features on high-speed camera frames as trains roll past yard checkpoints.
High-Speed Capture
Industrial outdoor cameras capture side-view video streams of the cargo train moving past at speeds up to 40 km/h under low-light or glare.
Local Frame Inference
An edge processor runs a specialized YOLO detection model to classify wagon bodies, locating and verifying latch handles and door state boundaries.
Immediate Yard Alert
If an open door is detected, the system immediately highlights the frame, triggers a warning at the depot gate, and logs the specific wagon ID payload.
Curious How This Performs on Your Yard Camera Feeds?
Upload a sample video showing moving rail wagons and our engineers will return a processed detection summary demonstrating latch classification accuracy.
Designed for Transit Operators
We adapt edge computer vision platforms directly into existing high-speed transit and yard infrastructure to automate visual inspections.
Depot Gate Control
Position scanning nodes at yard entrances to log cargo car details and flag latch defects before trains enter main networks.
Collision Prevention
Scan trains immediately before high-risk structures (e.g. narrow tunnels, bridges, or depots) to prevent side-swiping collisions.
Asset Compliance
Log cargo door status logs automatically to generate digital audit histories, avoiding regulatory compliance fines.
Security Auditing
Identify open doors that indicate cargo tampering or theft at transit hubs, triggering instant alerts for security personnel.
Inspect Every Moving Freight Wagon Without Stopping the Train
Full-Speed Roll-By Inspection (Up to 40 km/h)
Automatically checks every wagon door and latch as the rake enters or leaves the depot—zero manual trackside walk-arounds required.
Zero Sensors to Mount on Wagons
Uses trackside cameras instead of fragile door switches, eliminating battery replacements and hardware maintenance across thousands of wagons.
24/7 All-Weather Reliability
Operates reliably through heavy monsoon rain, coal dust, harsh sunlight, and night shifts with automatic gatehouse alerts.
Frequently Asked Questions
Quick answers about our automated railway wagon door detection capabilities, yard camera hardware, and local edge deployment.
Need a custom rail yard hardware architecture?
Discuss camera mounting clearances, IR illumination, and PLC relay handoffs directly with our vision team.
Ask an AI Architect directlyScope Your Rail Yard Inspection Pipeline
Book a 20-minute engineering session to review trackside camera placement, edge Jetson hardware sizing, and sample wagon footage benchmarking.
Book a 20-Min Wagon Inspection Architecture Call
Share a sample clip of your moving railcars or discuss depot gate camera integration directly with an edge vision architect.
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