Abstract: A behavior analysis system, comprising: a first electronic device configured to capture image data of a scene to obtain a first monitoring message; a computing unit, in communication with the first electronic device, comprising: an artificial intelligence module configured to receive the first monitoring message and detect a first behavior event from the first monitoring message; an event aggregation module configured to aggregate the first behavior event to generate an event aggregation report; and a language model configured to generate a behavior summary based on the event aggregation report; and a user equipment, in communication with the first electronic device and the computing unit, configured to display the behavior summary; wherein the behavior summary is in a form of natural language.

Abstract: A distributed object tracking system includes a plurality of image analysis devices and a cluster management service device connected to the plurality of image analysis devices, wherein each image analysis device analyzes an object in a corresponding real-time video stream to generate an analysis result for tracking the object, and the cluster management service device includes a tracking module to form a trajectory of the object according to the analysis result generated by each of the plurality of image analysis devices.

Abstract: A distributed object tracking system includes a plurality of image analysis devices and a cluster management service device connected to the plurality of image analysis devices, wherein each image analysis device analyzes an object in a corresponding real-time video stream to generate an analysis result for tracking the object, and the cluster management service device includes a tracking module to form a trajectory of the object according to the analysis result generated by each of the plurality of image analysis devices.

Abstract: A distributed image analysis system comprising a plurality of video analysis devices and a cluster management device, wherein when a video analysis device performs a video analysis of a video stream but cannot complete it by itself, at least one portion of the task of the video analysis of the video stream is distributed to other video analysis devices through the cluster management device so as to complete the video analysis of the video stream.

Abstract: An image analysis system can schedule a plurality of different inputted video streams for performing real-time image analysis thereof in different time segments, respectively, so as to maximize the usage of the limited resources of an image analysis module of the image analysis system, wherein the image analysis module is unable to perform real-time image analysis on all the plurality of video streams at the same time due to the limited resources of the image analysis module.