DIU CSO Endpoint Accuracy 2 — Part 1
A non-intrusive AiTR overlay. Detection, multi-object tracking, monocular ranging, and kinematic threat assessment on commodity edge compute — with a mandatory human-in-the-loop gate and graceful fallback to standard RWS operation if the pipeline degrades.
Below is the same pipeline submitted with the DIU application. Switch the perturbation profile to Engagement or Severe to see jitter and muzzle-flash injection. Click Disable AiTR to exercise the failsafe.
The CF Pages site is live, but the backend URL still needs to be set in
app.js once the Python server is hosted (Fly.io / HF Space / VPS).
In the meantime:
3–5 minute screen capture of the system. Used when the live backend is asleep, and the canonical reference for reviewers.
Threat-colored boxes on tracked targets with class, range, confidence, and HITL action buttons (Confirm / Engage / Dismiss).
Inject jitter, muzzle flash, vibration, and dropout on demand. Directly addresses the CSO clause on "shake from weapon firing, muzzle flash, and high frequency jitter."
Every engagement click triggers a confirmation modal and is recorded in the audit log. The system never issues a slew command without an operator action.
FPS or detector errors auto-degrade the pipeline; the operator can also disable AiTR with one click. Raw video continues; the operator reverts to manual RWS control.