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.