Jens and Claude Opus 5
2b968b74cf
make QA scoring reproducible and threshold-independent
...
The greedy IoU matcher gave a reference to whichever candidate was offered
first. Row order decided that, and every detection in a run shares one
transaction timestamp, so ordering by created_at left the assignment
undefined: the same QA run over the same data produced different mean IoU,
and the geometry shown to a reviewer as a false positive could be the better
of two detections. Candidates are now ranked by confidence with feature
identity as tiebreaker, which is also the COCO/PASCAL rule.
A single precision/recall/F1 triple describes one operating point, so two
models cannot be compared from it: a conservatively calibrated model looks
worse at a low confidence cut and better at a high one without detecting
anything differently. DetectionMetricsService adds the full curve, average
precision and the threshold where F1 actually peaks.
Also:
- report the population the metrics were computed over, so
matches + false_positives equals candidate_feature_count even under an
area filter; raw dataset totals move to the _raw fields;
- state whether candidates are axis-aligned boxes or footprint polygons.
A box can never reach IoU 1 against a rotated building, so the strict
score has a ceiling that has nothing to do with detection quality.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com >
2026-08-22 14:31:21 +02:00
Jens
0209167cfd
fix(results): gate operational AI exports on QA
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2026-08-09 11:31:51 +02:00
Jens
b76cd1837b
fix(ai): bind model scope to immutable geometry
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2026-08-09 10:54:52 +02:00
Jens
5b3c17b494
feat(provenance): govern source snapshots and data inputs
2026-08-01 23:46:17 +02:00
Jens
c76a746cd7
Update
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2026-07-27 23:28:43 +02:00
Jens
70897a3265
Reject blank positive imagery in training loop
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2026-07-27 02:57:36 +02:00
Jens
65d263a37b
Add dated regional imagery training sources
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2026-07-27 02:39:47 +02:00
Jens
9f05451f04
Preserve native orthophoto detail for training
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2026-07-27 01:20:10 +02:00
Jens
ec6f2d9061
Add governed Wallonia and Brussels orthophotos
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2026-07-26 22:02:10 +02:00
Jens
2be72fac58
feat: add governed nationwide AOI orchestration and CUDA enforcement
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
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2026-07-26 05:23:33 +02:00
Jens
25b6f1ab39
feat: make spatial entry optional and authoritative
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-26 03:39:50 +02:00
Codex
115f9850a7
feat: add operator landing and login
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 20:10:21 +02:00
Codex
e9b48bb95e
fix: persist terrain temporal identity
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 08:06:07 +02:00
Codex
cc1b905ed3
fix: close Walloon terrain provisioning
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 08:02:58 +02:00
Codex
107099c101
fix: retain WALOUS edition warnings
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 06:37:05 +02:00
Codex
cee6cd05ae
feat: complete Wallonia land cover and terrain sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 06:28:46 +02:00
Codex
e15a8200fd
fix: read signed WALOUS rasters safely
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 05:26:12 +02:00
Codex
86dd1a5689
fix: align WALOUS with official class codes
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 04:30:54 +02:00
Codex
c2101ea8f9
feat: complete governed Walloon coverage sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 03:39:08 +02:00
Codex
0aff8e3b8c
feat(scope): make Belgium and North Sea operational default
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-22 02:11:48 +02:00
Codex
919f5879e5
fix(map): honor raster coverage and temporal dates
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
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2026-07-22 00:18:55 +02:00
Codex
17d0d85778
perf(map): accelerate large spatial metrics
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2026-07-21 23:22:22 +02:00
Codex
20829f1a24
fix(map): make area analysis scale-aware
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2026-07-21 21:59:56 +02:00
Codex
e2c90da11d
fix(map): read all relevant selection sources
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GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-19 17:54:07 +02:00
Codex
70c5e34ecf
Add governed SPW bathymetry analysis
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GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-19 04:07:01 +02:00
Codex
a823342b5b
Scope bounded coverage to persisted extents
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2026-07-19 01:52:01 +02:00
Codex
8085d106d4
Keep coverage materialization theme-specific
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2026-07-19 01:47:43 +02:00
Codex
50897c3473
Federate official Belgium data sources
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
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GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-19 01:34:39 +02:00
Codex
22fb8d51a9
Classify national maritime source editions
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2026-07-18 07:37:28 +02:00
Codex
55685ba1bd
Automate RC8 release journeys
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2026-07-18 06:07:44 +02:00
Codex
0fae53a7de
Harden RC7 API response contracts
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
2026-07-18 05:07:35 +02:00
Codex
1e527bf810
Add Belgium and North Sea coverage foundation
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-18 01:45:00 +02:00
Codex
9146981802
Complete temporal detection safety gate
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-18 00:53:00 +02:00
Codex
9c402e0df2
Start autonomous Belgium and North Sea RC
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-18 00:12:34 +02:00
Codex
c787fb2184
feat: operationalize Flemish land and nature themes
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 22:38:25 +02:00
Codex
488da4cc83
Add bounded GRB map acquisition
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 21:29:26 +02:00
Codex
ce597ee0b4
Add bounded Flanders thematic analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 18:28:48 +02:00
Codex
4fd6c06f5c
Aggregate regional bathymetry partitions
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 17:08:35 +02:00
Codex
132c4feed8
Add Flemish bathymetry partition workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 16:15:29 +02:00
Codex
5b4e18059a
Add governed bathymetry profile workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 15:25:00 +02:00
Codex
78a5f0b0b2
Close full operational audit findings
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 14:19:02 +02:00
Codex
d652db6a1e
Constrain selections to active work areas
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 12:58:38 +02:00
Codex
a29c787238
Complete operational map result workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 12:35:50 +02:00
Codex
0befca02f8
Prefer governed orthophoto editions in source status
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 02:33:15 +02:00
Codex
06d05f03a6
Add governed orthophoto release promotion
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 02:17:04 +02:00
Codex
da2371d662
Add governed Statbel edition probe
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 22:14:48 +02:00
Codex
0a23e3484c
Add governed ALZ edition probe
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 20:27:07 +02:00
Codex
2d0e02e16c
Validate legacy GRB snapshot evidence
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 19:39:14 +02:00
Codex
a8b18942f5
Enable governed GRB evolution
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 19:30:46 +02:00
Codex
eed6ee796e
Add governed GRB refresh workflow
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 17:59:00 +02:00
