{"id":32513,"date":"2025-04-07T11:08:36","date_gmt":"2025-04-07T03:08:36","guid":{"rendered":"https:\/\/www.1ai.net\/?p=32513"},"modified":"2025-04-07T11:08:36","modified_gmt":"2025-04-07T03:08:36","slug":"%e5%85%a8%e5%9b%bd%e9%a6%96%e4%b8%aa%ef%bc%8c%e6%b7%b1%e5%9c%b3%e6%b5%b7%e5%85%b3%e6%99%ba%e8%83%bd%e6%9f%a5%e9%aa%8c%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%bc%95%e5%85%a5%e6%bb%a1%e8%a1%80%e7%89%88","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/32513.html","title":{"rendered":"First in China, Shenzhen Customs Intelligent Inspection Robot Introduces \"Full-Blooded\" DeepSeek-R1"},"content":{"rendered":"

April 7, 2011 - According to the Science and Technology Daily this monthShenzhen<\/a>customs (i.e. border crossing inspection)<\/a>Self-developed intelligent inspectionrobot<\/a>The first \"full-blooded\" version of the customs system has been introduced.DeepSeek<\/a>-R1<\/strong>, to achieve technological upgrading and to form a demonstration in the areas of imported hazardous chemicals regulation and fruit customs clearance.<\/p>\n

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According to reports, in the process of robot research and development, Shenzhen Customs Science and Technology Department has formed a series of results. Based on the retrieval of enhanced generation technology to build a knowledge base in the field of cargo regulation \"inspection dictionary\", can provide fast and accurate regulatory guidelines for the front-line customs officers, the accuracy of the question and answer rate of 95.3%; based on the diffusion model of the image restoration technology, which can make the broken label reproduces the key information; multimodal alignment technology, which can realize the \"picture to check the text\" cross-modal retrieval; knowledge distillation technology, which can improve the efficiency of understanding the regulatory text 40%. Multi-modal alignment technology, which can realize the cross-modal search of \"checking text by picture\"; Knowledge distillation technology, which can improve the efficiency of understanding regulatory text by 40%; Knowledge map constructed by training.23,000 Hazardous Materials Entity Relationships Included<\/strong>.<\/p>\n

Data show that Shenzhen Customs through the integration of customs clearance, inspection, manifest, smart card port, centralized audit, audit check and other 10 key business system data, convergence of customs area in the past three years more than 8000 kinds of import and export commodities HS code, constructing intelligent data base for customs clearance, commodity inspection, risk control, supervision of enterprises and other business lines and scenarios to provide the basis for intelligent upgrading.<\/p>\n

In the field of hazardous chemicals regulation, the \"Regulations - Standards - Cases\" three-dimensional knowledge graph constructed based on DeepSeek-R1 also shows unique advantages. Through the joint reasoning of large models, the system can synchronize the analysis of related documents, and maintain the recognition accuracy of 95% under the harsh environment of complex illumination and defacement.Since the pilot in January this year, the system has successfully intercepted three batches of dangerous goods declaration does not match the situation<\/strong>.<\/p>\n

Pan Feng, deputy director of Shenzhen Customs Port Supervision Department, said: \"While enhancing the supervisory capacity, we have realized the reduction of the overall inspection time of imported fruits at ports by 30%, and the shortening of the overall inspection time of imported hazardous chemicals by 50%, through the application of relevant technologies.Reduction in manual intervention sessions 80%<\/strong>. "<\/p>\n

1AI noted that Shenzhen Futian, Huanggang and other ports have also launched on-line this year, such as translation machines, intelligent cleaning robots, coffee machines and other equipment. In addition, in the process of the construction of the intelligent port of Ma Wan and the automation transformation of terminals, the simultaneous promotion of the intelligent transformation of facilities and equipment such as the port's vehicle-mounted large-scale container inspection equipment, the customs remote 5G intelligent quarantine equipment, and the customs synthetic control center; the construction of the intelligent distribution gondola system, and the upgrading of the smart card port, to achieve the efficient synergy of the terminal operations and customs clearance and inspection operations.<\/p>","protected":false},"excerpt":{"rendered":"

On 7 April, according to the current month's information in the Daily Science and Technology Journal, the smart-checking robot developed by Shenzhen Customs on its own initiative has been introduced into the first \u201cDeepSeek-R1\u201d version of the customs system in the country, upgrading its technology and developing models in the areas of the control of imports of dangerous chemicals and the clearance of fruit. It was described that during the development of robotics, a number of results had emerged from the Shenzhen Customs and Technology Department. A search-based enhancement of the knowledge base in the field of goods regulation based on the production of the production technology \u201cCheck-and-valve\u201d could provide quick and accurate regulatory guidance to first-line customs officers, with an accuracy of 95.31 TP3T; image restoration techniques based on diffusion models, allowing broken labels to reproduce key information; multi-modular alignment techniques, which could achieve cross-modular retrieval of \u201ctochavian\u201d; and knowledge distillation techniques, which could improve the efficiency of the understanding of texts 401 TP3T<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[146],"tags":[3606,909,6195,3671],"collection":[],"class_list":["post-32513","post","type-post","status-publish","format-standard","hentry","category-news","tag-deepseek","tag-909","tag-6195","tag-3671"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/32513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=32513"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/32513\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=32513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=32513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=32513"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=32513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}