Cross-Validation

Supported splits are deterministic fixed, k-fold, leave-one-session-out, leave-one-environment-out, and leave-one-camera-source-out. A recorded seed makes assignments reproducible.

Fixed splitting groups tracks or sessions. Leakage checks warn when a track or adjacent-frame window crosses protected boundaries; an invalid split cannot run.