The Model Is the Easy Part: What a Real-Time Computer Vision Product Actually Takes

Computer vision is usually an end-to-end pipeline problem, not just a model problem.

Real products need representative accuracy, tight latency budgets, and the right deployment architecture.

The Raqts racquet-sport wall example shows how a slow or brittle vision loop can fail in practice.

The article reframes CV success as product and systems engineering, not just model performance.