Name of Application Service |
AI-Based Ship Recognition and Smart Tracking Monitoring System for Port Areas |
Name of Unit |
Taiwan SECOM CO., LTD. |
Hyperlink |
https://www.secom.com.tw/en |
Name of the Collaborative Group |
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Hyperlink |
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Brief of the Application or Service |
This system has five key functions: 1.AI Recognition & 24/7 Monitoring: Identifies ship types, tracks vessels automatically, and switches cameras for recording, enhancing efficiency and safety. 2.AI Auto-Tracking: Automatically calls cameras to follow ships upon entry, stopping when docked, boosting automation. 3.AIS with PTZ Cameras: Uses AIS GPS data to auto-track ships with PTZ cameras, ensuring precision even in bad weather. 4.AIS Data & Violation Detection: Monitors speed, coordinates, and heading to detect violations (e.g., speeding, collisions), alerting controllers. 5.OSD Display & Alerts: Displays AIS data on monitoring screens and provides real-time alerts for violations. The developer integrates AI, AIS, and camera controls, ensuring stable performance in all conditions, reducing errors, and enhancing port safety. |
Brief of Innovation Initial and Achievement |
This system uses AI and AIS to transform traditional ports into smart ports, covering ship monitoring, violation detection, and safety management, adaptable to all port sizes and other hubs. Key Features: 1.Real-Time Monitoring: Tracks and categorizes ships with AI and AIS. 2.Safety Management: Detects speeding, collisions, and issues alerts. 3.All-Weather Monitoring: Accurate tracking day, night, or in harsh conditions. The system automates camera controls for 24/7 monitoring, reducing manual workload and aiding quick decision-making while providing evidence for incidents. It also drives job creation in AI, analytics, and boosts industries like smart transport, creating economic and technological growth. |
Challenges and Solutions for the Application Deployment |
Implementing smart ship recognition systems faces challenges in technology, infrastructure, and personnel:
1.Data Integration: Existing systems lack interoperability. Standardized tools and APIs ensure real-time data exchange, reducing errors. 2.AI Accuracy: Diverse weather and ship types affect AI. Regular training with varied datasets improves performance. 3.Weather & Night Precision: Poor visibility reduces image quality. Integrating AIS coordinates ensures accurate tracking in adverse conditions. With careful planning and innovation, these challenges can be overcome to improve port efficiency, reduce risks, and achieve long-term economic benefits. |
Innovation Index |
Smart ports integrate AI and big data to boost efficiency and safety: 1.Auto Tracking: AI identifies and tracks ships, reducing manual effort. 2.All-Weather Monitoring: AIS with PTZ cameras ensures precise tracking in poor conditions. 3.Violation Detection: Detects overspeeding, drifting, or illegal docking. 4.Decision Support: Combines AIS data and images for quick, informed decisions. 5.Cost Efficiency: Automation reduces labor costs and improves turnaround time. This system drives ports toward smart, competitive global operations. |
Future Plan |
Smart ports hold great potential: 1.Smart City Integration: Seamless supply chain connections. 2.Smart Traffic: Optimized port traffic management. 3.Global Networking: Real-time data sharing among ports. 4.AI Analytics: Predict demand and issues for agile responses. 5.Blockchain: Transparent, secure cargo tracking. These innovations make ports efficient, sustainable global hubs. |