Jens and Claude Opus 5
dd87a62e8f
report what an area selection actually measured
...
Four ways a selection produced a confident number about a different area than
the operator drew:
Flood hazard divided the inundated cells by every cell in the drawn rectangle,
including cells the VMM raster does not model at all. A selection reaching
past the modelled extent therefore reported a diluted risk share, turning
missing data into an implied absence of risk. Terrain, bathymetry and thematic
raster already divided by valid cells; flood hazard was the outlier. It now
reports the three populations separately, states model coverage next to the
drawn area, and returns a null fraction rather than a zero when nothing was
modelled.
geometry_mask selects a cell when its centre falls inside the geometry, so a
rectangle smaller than one cell — or one landing between four centres —
selected nothing and the analysis returned zeros indistinguishable on screen
from "we looked and there is nothing here". On a 100 m population raster a
40 m rectangle over a city block reported no inhabitants. Selection now falls
back to the touched cells and says that it did, since the answer then covers
more ground than was requested. rasterio.mask applies the same centre rule
when cropping, so that call is widened too; the cells that count are still
decided by the centre rule wherever it selects anything.
The object count treated any feature touching the selection as whole, while
intersection_area clipped it — two headline numbers on one panel describing
different populations. The count stays whole-feature, which is what "objecten"
means to an operator, but now reports how many the edge cuts and is marked an
estimate when it does. The area_weighted_sum branch reuses that same count
instead of issuing its own near-identical query.
Partitioned selection de-duplicated the count on source_feature_id but
returned the raw rows, so a building on a municipal boundary was counted once
and drawn twice.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com >
2026-08-22 14:33:19 +02:00
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
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
2026-08-09 11:31:51 +02:00
Jens
5b3c17b494
feat(provenance): govern source snapshots and data inputs
2026-08-01 23:46:17 +02:00
Jens
c76a746cd7
Update
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
2026-07-27 23:28:43 +02:00
Jens
9f05451f04
Preserve native orthophoto detail for training
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
2026-07-27 01:20:10 +02:00
Jens
ec6f2d9061
Add governed Wallonia and Brussels orthophotos
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
2026-07-26 22:02:10 +02:00
Jens
2be72fac58
feat: add governed nationwide AOI orchestration and CUDA enforcement
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
2026-07-26 05:23:33 +02:00
Jens
25b6f1ab39
feat: make spatial entry optional and authoritative
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
2026-07-26 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
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
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
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 02:11:48 +02:00
Codex
20829f1a24
fix(map): make area analysis scale-aware
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
2026-07-21 21:59:56 +02:00
Codex
70c5e34ecf
Add governed SPW bathymetry analysis
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
2026-07-19 04:07:01 +02:00
Codex
50897c3473
Federate official Belgium data 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
2026-07-19 01:34:39 +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
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
47cde21e17
Add bounded terrain and flood analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-17 20:36:45 +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
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
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
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
Codex
595967f892
Add official source edition probes
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 17:33:40 +02:00
Codex
1e0e7b6499
Add governed source freshness audit
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 15:05:42 +02:00
Codex
45dc730e76
Complete regional raster exploration
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 14:21:32 +02:00
Codex
035ec3b233
feat: add cross-domain Mol data profile
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-16 03:06:36 +02:00
Codex
501f824257
Add governed VMM flood hazard scenarios
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 22:14:12 +02:00
Codex
5d8b46ed60
Add governed DHMV terrain analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 18:13:05 +02:00
Codex
fb38eb3e91
feat: add governed hydrology and historical imagery
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 12:17:45 +02:00
Codex
beacdf2560
feat: add source-grounded evolution and Ollama assistant
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 06:45:56 +02:00
Codex
0baa9b069c
feat: add semantic GIS selection metrics
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 06:07:34 +02:00
Codex
d22abe8e7b
feat: add measured detection review loop
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 03:00:08 +02:00
Codex
daccd3869a
feat: add map-driven orthophoto analysis
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-15 02:01:03 +02:00
Codex
616424e2a2
fix: query persisted work area geometry
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 19:38:41 +02:00
Codex
c0943fe7d4
feat: add temporal Mol explorer
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 15:19:42 +02:00
Codex
2958c25b6f
feat: make Mol explorer map-first
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-14 13:21:53 +02:00
Codex
1689dce928
Promote focused small-building detector
GeoIntel CI / docs-smoke (push) Canceled after 0s
GeoIntel CI / contract-smoke (push) Canceled after 0s
2026-07-13 12:15:27 +02:00
Codex
6e2a8cbdc4
Add local model asset catalog
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-07-06 20:59:03 +02:00
Codex
368c1ad738
Persist QA feature evidence
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:57:50 +02:00
Codex
b92faafa74
Persist map selections as derived datasets
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:25:49 +02:00
Codex
46fe3edfc5
Persist map area selection exports
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 02:12:09 +02:00
Codex
851d7220df
Add map area selection extraction
GeoIntel CI / docs-smoke (push) Has been cancelled
GeoIntel CI / contract-smoke (push) Has been cancelled
2026-06-25 01:59:57 +02:00