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AI SOP Behavior Analysis for Packaging and Shipping in the Logistics Industry
System Overview
This AI detection system employs a sophisticated four-layer loop architecture designed to monitor and analyze standard operating procedures in logistics packaging and shipping operations.
Architecture Layers
Perception Layer:
Accesses video sources including cameras and RTSP streams
Extracts and preprocesses video frames
Detects operators who are logged into the system
Understanding Layer:
Utilizes human pose estimation technology
Extracts 17 skeletal keypoints from operator movements
Decision Layer:
Employs a state machine engine for analysis
Analyzes keypoint sequences to recognize ongoing actions
Maps detected actions to standard SOP steps
Application Layer:
Provides comprehensive web visualization interface