A panoramic camera equipment multi-modal large model analysis intelligent inspection system and method

By using panoramic camera equipment to analyze the multimodal large model of the intelligent inspection system, the problems of insufficient reproducibility, false alarm rate, evidence chain integrity and resource utilization efficiency of the existing intelligent inspection system are solved. The system achieves high reproducibility, low false alarm rate, complete evidence chain and efficient resource utilization, and has adaptive optimization capabilities.

CN122196402APending Publication Date: 2026-06-12北京清研灵智科技有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
北京清研灵智科技有限公司
Filing Date
2026-03-03
Publication Date
2026-06-12

AI Technical Summary

⚠Technical Problem

Existing intelligent inspection systems suffer from poor reproducibility and auditability, high false alarm rates, incomplete evidence chains, low resource utilization efficiency, and a lack of adaptive optimization capabilities, making it difficult to achieve efficient, reliable, 24/7 all-round monitoring.

⚗Method used

The intelligent inspection system employs panoramic camera equipment and multimodal large model analysis. Through multi-terminal acquisition units, edge computing units, evidence chain and audit storage units, and operation and maintenance configuration and receipt units, it achieves version management of structured event objects, evidence contracts, and action libraries. Combined with the decision-making mechanism of risk score and uncertainty score, it dynamically selects the optimal action sequence and optimizes system performance through a closed-loop update mechanism.

🎯Benefits of technology

This system improves reproducibility and auditability, significantly reduces false alarm rate, forms a complete chain of evidence, increases confidence in anomaly detection, and achieves efficient resource utilization and adaptive optimization. It has built an intelligent inspection system with high reproducibility, low false alarm rate, complete chain of evidence, efficient resource utilization, and adaptive optimization capabilities.

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Abstract

This invention discloses an intelligent inspection system and method for multimodal large-model analysis of panoramic camera equipment, relating to the field of camera equipment detection technology. This invention introduces structured event objects, evidence contracts, action libraries, and cost tables, and manages key objects and computational relationships using versioning to ensure consistent output under the same input, improving reproducibility and auditability. It integrates risk-based and uncertainty-based decision-making, sets low-cost baseline comparisons for counter-evidence actions, eliminates false anomalies caused by environmental factors, and reduces false alarms. Through multimodal data acquisition and evidence contracts, it forcibly completes the multimodal evidence chain at specific alarm levels, increasing confidence. Based on evidence gaps and budget constraints, it dynamically arranges action sequences, combining PTZ calibration and drift compensation to reduce invalid PTZ actions and cloud calls, improving resource utilization. This results in an intelligent inspection system with high reproducibility, low false alarms, complete evidence chains, efficient resource utilization, and adaptive optimization capabilities.
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