Vision Command Centre
A video-analysis prototype combining detection, tracking and incident-review interfaces.
Explore the buildThe challenge
The problem behind the build
A useful vision interface needs to connect frame-level detections to reviewable events rather than showing isolated bounding boxes.
The approach
How the pieces fit together
The related repositories contain a Python detection and tracking pipeline, event handling and a React command-centre interface.
Capabilities
Inside the implementation
Video detection and object-tracking pipeline
Incident, dataset and analytics views
Backend event and WebSocket interfaces
Technology
The stack behind this project
PythonFastAPIReactTypeScriptComputer Vision
Project scope
A prototype for technical demonstration. No detection-accuracy, prevention or deployment claim is made; the two related repositories are grouped.
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Related work
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