docs(perception): require visual LAB evidence
This commit is contained in:
@@ -641,6 +641,10 @@ changes.
|
||||
solid-state-LiDAR result is not independently reproducible, KITTI is
|
||||
cross-domain, and `RAVNOVES01` without independent cuboids cannot establish
|
||||
detector accuracy.
|
||||
- [x] Publish a bounded visual-audit derivative of the same sealed transfer
|
||||
run: `18` deterministic TP/FP/FN/class-coverage frames, original LiDAR
|
||||
samples, KITTI truth, model predictions and shared `3D ↔ BEV` inspection in
|
||||
Mission Core without repeating inference.
|
||||
- [ ] Freeze a separate training/adaptation admission before downloading a
|
||||
trainable checkpoint or starting a training runtime.
|
||||
- [ ] Train only on the frozen `3,712` KITTI train frames; keep all `3,769`
|
||||
@@ -709,6 +713,10 @@ an uncovered volume.
|
||||
|
||||
The exact contract, metrics, rejection decision and reproduction notes are in
|
||||
`experiments/perception/L3_POINTPILLARS_TRANSFER_REPORT_2026-07-31.md`.
|
||||
The current visual-audit derivative is
|
||||
`l3-pointpillars-visual-audit-35a5bfef788e40080cac1b8ca82ba65176f158326fa2fc4570b522c97d6a2f8d`.
|
||||
It is an append-only read-only projection of the same frame-result identity,
|
||||
not a new detector result or a change to the measured gate.
|
||||
|
||||
### L4 — live shadow integration
|
||||
|
||||
|
||||
@@ -140,6 +140,13 @@ Each LAB result must make these sections available to the operator:
|
||||
5. **Conclusion** — what was proved, what was not proved, limitations and the
|
||||
next gate.
|
||||
|
||||
If an algorithmic result has a spatial, image-plane, temporal, geometric or
|
||||
otherwise directly visualizable interpretation, metrics alone are not a
|
||||
complete LAB record. The published run must include bounded visual evidence
|
||||
derived from the same immutable input and result identities. That evidence
|
||||
must expose the operator question and the relevant truth/prediction/error
|
||||
layers without recomputing, retuning or substituting the measured result.
|
||||
|
||||
The result must explicitly state:
|
||||
|
||||
- ground-truth availability and its identity;
|
||||
|
||||
@@ -175,6 +175,37 @@ The compact report SHA-256 is:
|
||||
|
||||
`f53d8d03a7c1e092d87b732872b26fea16447f373cf567bfe57737cb3ccbebba`.
|
||||
|
||||
## Visual audit
|
||||
|
||||
The numerical result now has a separate append-only visual derivative:
|
||||
|
||||
`l3-pointpillars-visual-audit-35a5bfef788e40080cac1b8ca82ba65176f158326fa2fc4570b522c97d6a2f8d`.
|
||||
|
||||
The derivative revalidates the complete source manifest and the unchanged
|
||||
frame-result identity before reproducing the same global score-descending
|
||||
oriented-3D-IoU matching. It then selects `18` deterministic evidence frames:
|
||||
all three frames containing a true positive, the highest false-positive and
|
||||
false-negative frames, and target-class coverage.
|
||||
|
||||
Each selected frame contains:
|
||||
|
||||
- an evenly bounded sample of at most `12,000` original XYZI points inside the
|
||||
shared evaluation volume;
|
||||
- independent KITTI truth cuboids marked as matched or false negative;
|
||||
- evaluated PointPillars cuboids marked as true or false positive;
|
||||
- the original inference latency and complete per-frame accounting.
|
||||
|
||||
Mission Core reads only the catalog and one selected frame at a time. The
|
||||
operator can inspect the same case in `3D` and `BEV`, move sequentially through
|
||||
the evidence set and expand/restore the shared viewer. No inference, threshold
|
||||
retuning or metric recomputation occurs in the browser. The original KITTI
|
||||
archives remain only on Worker 006; the compact visual derivative is about
|
||||
`15 MiB` on the operator host.
|
||||
|
||||
The visual layer makes the measured domain mismatch inspectable. It does not
|
||||
convert the cross-domain probe into K1 accuracy and does not authorize
|
||||
navigation or safety.
|
||||
|
||||
## Interpretation
|
||||
|
||||
The worker seam, TensorRT engine, Triton serving path, bounded postprocess and
|
||||
|
||||
Reference in New Issue
Block a user