The driver monitoring stack is a real computer-vision system. The release channel for it shouldn't feel like a research folder. This repo treats distribution as part of the product — a place someone can land, read what's safe, and download the artifact.
01
Distribution as a product surface
The repo's job is to make the APK feel like something you can trust. Release notes carry version + scope. Each build is signed and tagged. The README is the page a non-engineer would actually read before they side-load anything onto their phone.
Versioned APK releases with signed build artifacts
Release notes scoped per channel — never a wall of commits
Documentation that assumes the reader is a driver, not a developer
02
Computer-vision pipeline behind it
The on-device model watches eyes, head pose, and yawn signals. The dashboard surfaces those signals as plain status — DROWSY / DISTRACTED / OK — so the system stays useful at a glance. The distribution channel exists so this work can survive past a demo.