DeepSeek landed in the world's largest port
On February 14, Ningbo Zhoushan Port, the world's largest port, successfully localized the DeepSeek large model in the intelligent gate system, realized the world's first landing application of DeepSeek in the intelligent gate, and promoted the intelligent gate of Ningbo Zhoushan Port into the 4.0 era.
On the eve of the Spring Festival, DeepSeek officially opened the R1 reasoning model, which caused a sensation in the global science and technology industry with its low-cost and high-performance characteristics.
In this context, the information and communication company of Zhejiang Port Group and Ningbo Zhoushan Port Group is keen to seize the opportunity, and its intelligent attack team is working overtime during the Spring Festival holiday to fully tackle the localization deployment of DeepSeek large model. By deeply integrating DeepSeek's multi-modal analysis capability (supporting multi-dimensional data processing such as images and text) and deep learning algorithm, the intelligent Gate 4.0 system successfully realized synchronous intelligent recognition of vehicle number, case number and seal number.
"After accessing the DeepSeek model, the computing resource consumption of intelligent recognition service is greatly reduced, and more tasks are carried out per unit time, and the image recognition accuracy and response speed are firmly in the forefront of the industry." Ict image recognition experts said that DeepSeek pressed the "acceleration key" for port operation efficiency, and created a new paradigm for AI large models to empower the physical industry.
The upgrade covers three dimensions of service architecture, functional modules and monitoring system, among which, the new architecture adopts the non-inductive upgrade technology of the web side, and users can complete the system iteration without updating and installing the client, completely eliminating the trouble of downtime and maintenance.
In terms of function upgrading, the system added an intelligent recognition module for the seal number, which automatically identifies the seal number through the collaborative operation of multiple small models and DeepSeek multi-modal models. The comprehensive recognition rate is increased to more than 80% under all working conditions, and the single-post control ability is increased by 4 times. The traditional inspection process that requires 4 people to cooperate can now be completed by one person through a large visual screen. Significantly reduce manual verification time.
The intelligent monitoring system is transformed into a "digital sentinel", realizing the gate status early warning, log early warning, and alarm information push for the first time, comprehensively monitoring the gate equipment, procedures, and algorithms, and compressing the fault warning response time to within half an hour, comprehensively improving the gate traffic efficiency.
At present, the system has been fully put into use in a number of terminal companies in the Ningbo Zhoushan port area, handling more than 20,000 TEUs of containers per day.
The technical person in charge of the company said that in the future, it will continue to promote the domestic AI large model to enable intelligent cargo tally, intelligent gantry crane, intelligent security, intelligent lock station and other intelligent application scenarios, create an "AI+ port operation" intelligent ecology, and promote the evolution of the port from a single point of intelligence to global intelligence.
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