Live
Kestrel
Crowd and traffic analytics that runs without a GPU
Counting people and vehicles from a video feed in real time, on ordinary CPU hardware. Detection runs through ONNX Runtime rather than a training framework, which is what makes commodity hardware sufficient — and keeps deployment cost proportionate to the problem.
By the numbers
- CPU only
- Real-time tracking without a GPU
Capabilities
What Kestrel does
Detection and tracking with line crossing counts
Zone occupancy and heatmaps over time
Results streamed live over WebSockets
CPU-only — no GPU in the deployment footprint
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