Rail-Mounted Gantry Crane Container Number Automatic Recognition System

Developed by Fuwei Intelligence, the Automatic Rail Mounted Gantry (RMG) Container Code Recognition System is an intelligent identification solution customized for modern ports. Combining high-precision vision technology, AI image processing algorithms and real-time data interaction, the system rapidly and accurately identifies container IDs during dynamic RMG handling operations, improving port logistics efficiency and intelligent management to help clients cut costs and boost profitability.

Equipped with Fuwei’s self-developed dynamic tracking algorithm, the system steadily captures container snapshots even when RMG travels at high speed or containers are densely stacked. Recognition accuracy exceeds 99.5%, effectively lowering missing detection and false recognition rates.

The system automatically completes container code collection, identification, verification and data feedback without manual intervention. Single-container recognition takes less than 0.5 seconds, cutting labor expenses by 60% and lifting operational efficiency by over 30%.

Recognition data is instantly synchronized with port platforms including TOS (Terminal Operating System) and ECS (Equipment Control System). Full lifecycle traceability of containers is realized to supply reliable data for scheduling optimization and yard layout planning.

Driven by deep learning algorithms, the system performs steadily under rain, snow, fog, surface reflection and other harsh working conditions. It supports identification of ISO-standard container codes as well as special container markings to satisfy diverse requirements of ports worldwide.

Technical Highlights of the Rail-Mounted Gantry Crane Container Number Automatic Recognition System

-Multi-modal Sensing Fusion

Integrated high-resolution industrial cameras and infrared supplementary lighting ensure round-the-clock high-definition image capturing.

-Lightweight AI Model

Scene-optimized algorithm maintains fast inference with low computing consumption and fits edge computing hardware perfectly.

-Seamless System Integration

Standardized API interfaces enable quick connection with mainstream port software such as Navis and CODES to eliminate information silos.

Application Scenarios for Rail-Mounted Gantry Crane Container Number Automatic Recognition Systems

-RMG Intelligent Retrofit: Upgrade conventional RMG equipment with recognition modules to realize unmanned operation rapidly.

-New Automated Terminals: Serve as core data node matching automated horizontal transport (AGV/IGV) to build end-to-end automatic workflow.

-Customs Supervision & Security Inspection: Auto-match container codes with customs declaration data to facilitate smart port construction.