Real-Time Computer Vision for Vision-Driven Apps

Real-Time Computer Vision for Vision-Driven Apps Real-time computer vision helps apps read scenes as they unfold. In robotics, AR, or smart cameras, the goal is to turn video frames into fast, reliable decisions. The challenge is balancing speed and accuracy, and avoiding lag that users feel. To succeed, design a clean data pipeline and pick the right hardware. Latency matters: people notice delays when a decision arrives too late. A practical target is end-to-end latency under 100 milliseconds, but this depends on the task and environment. ...

September 21, 2025 · 2 min · 344 words