Technical realization and application of real-time video analytics
Memories.ai's real-time data extraction module uses a streaming processing architecture that enables video analysis with millisecond latency. Based on advanced object detection algorithms such as YOLO, this feature can continuously recognize 300+ categories of targets such as people and vehicles in the video. In terms of behavioral analysis, the system captures action features through 3D convolutional neural network, and can accurately identify more than 70 predefined behavioral patterns, such as "jumping over the fence".
Practical application cases show that the length of customer stay can be counted in real time in retail scenarios, and irregularities can be detected instantly in industrial scenarios. The system supports setting the analysis frequency (up to 30FPS) and customized alarm rules, and these features make it an ideal solution for real-time monitoring scenarios such as intelligent security and production line quality control.
This answer comes from the articleMemories.ai: an AI visual memory tool for analyzing video contentThe
