Leveraging cutting-edge AI vision technology and edge computing capabilities, Fuwei Intelligence independently develops the Quay Crane Container Code Recognition System. The solution renovates terminal tally workflows via intelligent and automated technologies, helping ports cut costs, boost productivity and advance toward digitalized and unmanned operation.
Built with HD cameras and embedded AI industrial PCs, the system deploys front-end deep learning algorithms for real-time data collection and structured processing, eliminating efficiency loss from video encoding and decoding during transmission. It guarantees high accuracy and fast response in identifying container codes, chassis numbers and container damage, improving processing efficiency by over 50% compared with conventional back-end analysis solutions.
Integrated with multiple functional modules including container code recognition, ISO code parsing, chassis number matching and damage inspection, the system fulfills full-scenario tally requirements. It tracks container movement automatically and triggers image capture via seamless linkage with PLC equipment; recognition results are transmitted instantly to the intelligent tally platform to realize fully unmanned operation with zero manual intervention.
Powered by deep learning algorithms, the model is continuously optimized alongside accumulating on-site data for steady improvement of average recognition accuracy, reliably coping with harsh working conditions such as variable lighting, inclement weather and heavily stained container surfaces.
Sensitive data is processed locally at edge terminals to lower network reliance and data leakage risks. Modular architecture enables quick integration with port TOS and compatibility with various types of quay cranes, reserving space for future function expansion.
✅ Cost Reduction & Productivity Growth: Cut manual tally expense by over 70% and lift operational efficiency by 40%.
✅ Round-the-clock Stable Operation: Adapt to high temperature, rain, fog, nighttime and other tough environments to support nonstop 24/7 service.
✅ Risk Control: Digital damage recording with traceable data reduces cargo dispute and compensation risks.
✅ Foundation for Smart Transformation: Supply core data infrastructure for port automation and unmanned upgrading.
Application Scenarios for Quay Crane Container Number Recognition Systems
-Container tally at quay crane of container terminals
-Intelligent customs supervised tally
-Digital reconstruction and upgrading of ports
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