Jens/geointel
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

highlight audited YOLO label relationships
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
Details
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
Details
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
Details

Browse Source
This commit is contained in:
Jens
2026-08-09 19:12:04 +02:00
parent 72b2cdaae4
commit fc18e72c7f
7 changed files with 171 additions and 5 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/reviews/2026-08-09-ai-assisted-checkpoint-review.md
+12
View File
@@ -117,3 +117,15 @@ AI-assisted inspection found no systematic duplicate-label pattern: the
relationships predominantly represent adjacent or complex building components
in dense GRB contexts. All tiles remain available for experimental analysis,
while the exact 43 pairs stay visible for human release adjudication.
A second focused render now binds the relationship manifest back to the exact
YOLO label-row indices. It highlights all 86 implicated rows: cyan for exact
duplicates, red for near duplicates and magenta for possible nesting. The sheet
contains only magenta relationship marks, confirming visually and
machine-readably that there are no exact or high-IoU duplicates in this set.
The nesting cases are geographically dispersed and commonly combine a larger
GRB object envelope with a smaller component. They are not deterministic
rewrite candidates. Excluding the 36 complete tiles would also discard 17,167
unflagged labels, so no automatic tile exclusion or label mutation was made.
The checksum-bound highlighted sheet and summary are recorded in the AI review
ledger.