What the result supports
On that handset, the measured camera profiles and managed capture flow worked through the exercised paths. Unsupported or duplicate profiles stayed hidden.
Android SDK candidate · October 2026
A local candidate for managed camera review
SakOS Camera is an independent Android project for managed photo and video review. Its private source candidate includes Fixed14 and Adaptive14 model runtimes, camera capture bridges, a sample app and local consumer packaging.
Managed
review
review
One device passed a live camera mechanics check
On October 2, 2026, an opt-in flow passed on a Samsung Galaxy S20 FE (SM-G781W, Android 13/API 33). It checked fresh-install permission gating, rear and front camera calibration, photo and video capture, selected controls, lifecycle recovery, cancellation, and private save/delete mechanics. The operator-approved views were benign office floors and ceilings. Test captures stayed on the phone and were deleted after review.
What it does not support
This was one bounded hardware mechanics check. It does not establish classifier accuracy, broad device/API coverage, source parity, physical rotation behavior, or independent validation.
Release readiness
The SDK and bundled model are not released
An experimental SDK release needs confirmed redistribution rights and notices, versioned verified artifacts, accurate limitations, and an approved release target. Broader device/API testing and independent efficacy assessment remain disclosed follow-up work.
The source repository remains private and Maven artifacts are local. This helper site is published separately, offers no SDK, model, or binary downloads, and makes no detection-accuracy or safety certification claim.