Review & Training
5 min readWorking through the review queue
Low-confidence takeoff lines land in the review queue. Confirm, reject, or edit them — every decision trains the recognizer.
Items below the auto-OK confidence threshold (default 0.85) land in the review queue. Each entry shows the description, the bbox crop on the plan, and the rationale the system used.
Three actions
- Confirm — promotes the entry to ground truth and trains the per-org recognizer
- Reject — adds it to the rejected pile, also a training signal
- Edit — fix the description, quantity, or unit, then confirm. Edits are also training data.
Tip
Bulk-confirm at ≥ 95% confidence is safe on most projects. Reserve the manual one-click pass for the 0.7–0.95 band where vision was uncertain but grounded.