We took highlight detection from 0.56 to 0.86 — with zero new footage and zero cloud training

SportZone turns a parent's phone video of a youth game into a highlight reel. The hard part is finding the decisive moment. On real footage we were missing nearly half of them. Here's how a week of measuring — not guessing — fixed it. 01THE PROBLEM On real phone footage, the model went half-blind Our classifier scored 0.82 on curated YouTube clips. Confident, we ran it on genuine parent-filmed smartphone video for the first time. The number that matters — did we catch the decisive moment? —…