+ PinPoint (working codename BowlEye) is an Android app that watches your
+ approach through your phone's camera, tracks your body in real time with on-device pose detection,
+ and shows you exactly where your steps, timing, and joint angles go wrong — no coach required.
+
+ Most bowlers improve by trial and error, or by paying for a coach's eye. PinPoint gives anyone who can + bowl a way to see their own mistakes — where their feet land, how their hips and ankles move at release, + and how that compares to correct form — using nothing but a phone propped up at the lane. +
+Built around live pose tracking during a real approach, not a recorded lesson.
+Front or back camera, portrait or landscape, switchable mid-session via CameraX.
+A skeleton drawn live over the camera preview from on-device ML Kit landmark detection.
+Counts steps through the approach and segments it into stance, approach, and release phases.
+Computes ankle and hip angles at the key moments that matter for a clean release.
+Surfaces what went wrong and how to fix it — with the ideal form shown for comparison.
+Hear correction cues, not just read them, so you can keep your eyes on the lane.
++ Anyone who can bowl. This version focuses on getting the core coaching loop right before broadening it. +
+DigiPen Institute of Technology — FullStack, Team 19.
+Self-hosted on the team's own VM, per the course's FullStack infrastructure track.
+ +