Edge Cases
When Motion Doesn't Mean What It Looks Like
Not every downward-upward motion is a pushup. The system must distinguish
between genuine reps and false positives—scratching, adjusting position,
half reps, assisted movements. Better to undercount than overcount.
Trust is built through accuracy.