Hoops ClinIQ

Hoops ClinIQ turns a coach's phone video of a basketball game into tagged plays and answers that cite the exact clip. Coaches film every game and almost never watch it back, because tagging film by hand takes hours a volunteer coach doesn't have. The coach uploads a 20-second clip. SAM 3.1 tracks the players and the ball and maps them onto the court; Muse Spark names the play from the coach's playbook, and the coach confirms it. Muse Spark also writes study quizzes for players, and ClinIQ answers the coach's questions with a citation on every claim. Any player without family consent can be blurred in every frame. On 5 untuned clips: 83% precision and 86% recall on player boxes, about 109 s per clip, $0.10 of SAM 3.1 each. The team's season is sample data; the game clips are real.