Customs AI inspection! DeepSeek-R1 inspection robot is officially put into use!

Recently, Shenzhen Shekou Wharf has launched an intelligent inspection robot equipped with the 'full blood version' 671B big model DeepSeek-R1 for the first time in the national customs system,

which is exemplary in the fields of imported hazardous chemical supervision and fruit customs clearance inspection.

Based on the 'Regulations-Standard-Case' three-dimensional knowledge graph built by DeepSeek-R1,

the system can jointly reason about regulatory requirements in complex scenarios. Even in harsh environments such as label destruction and complex lighting, it still maintains 95% identification accuracy. 。

According to reports, Shenzhen Customs has integrated and sorted out 10 key business system data such as customs clearance, inspection, manifest, smart checkpoint, centralized image review, and auditing .

It gathers HS codes of more than 8,000 imported and exported commodities in the customs area in the past three years to build a smart data base

to provide an intelligent upgrade foundation for multiple business lines and scenarios such as customs clearance inspection, commodity inspection, risk control, and enterprise supervision.

This technology has successfully intercepted the declaration of multiple batches of dangerous chemicals inconsistent:

Since the pilot in January this year, four batches of dangerous chemicals have been successfully discovered.

Its core technology also includes image repair technology: repairing damaged labels through diffusion models and recovering key information, with a repair rate of up to 50%.

Cross-modal retrieval: Use multimodal alignment technology to achieve 'search text with pictures' to quickly match images and text data.

Second-level factor comparison: In fruit inspection, the robot can complete intelligent comparison of five elements such as product name, origin, orchard registration number within 10 seconds, and the efficiency is 30 times higher than manual.

Knowledge distillation technology: Increase the efficiency of statutory text understanding by 40%;

'In the past, manual verification took 5 minutes, but now it only takes 10 seconds to complete the entire process of label verification.

We promote this function at the main ports in the customs district, effectively ensuring the efficient customs clearance of imported cherries in the '2024~2025' cherry season. It is expected that in the upcoming durian peak season, the fruit clearance efficiency will be significantly improved compared with previous years. '

'This technology has covered nearly 60 imported fruit categories mainly regulated by Shenzhen Port, with a recognition accuracy of 95%, and can be applied to mobile devices.'

Shenzhen Evening News

Relevant person in charge of Shenzhen Port introduced:

'The application of intelligent inspection robots to technologies such as the DeepSeek big model is not a simple technical iteration, but a revolutionary change in the regulatory model.'

'While improving regulatory capabilities, we have achieved a 30% reduction in the overall inspection time of imported fruits at ports and a 50% reduction in the overall inspection time of imported hazardous chemicals through the application of relevant technologies.

The manual intervention link has been reduced by 80%, and the customs clearance efficiency has been significantly improved, injecting new development vitality into promoting the development of the real economy and optimizing the port business environment. '

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