Commit Graph
51 Commits
Author SHA1 Message Date
JensandClaude Opus 5 08188005bd correct the tiled inference chain and move runs off the request thread
Tile handling produced results that were wrong before any model quality
question arose:

- orthophoto tiles reached the model through PIL convert("RGB"), which
  truncates the high byte of a 16-bit product and treats a 4-band RGB+NIR
  tile's infrared channel as colour. Tiles are now read with rasterio, the
  visible bands are chosen explicitly, and values are percentile-stretched
  across all three bands together so hue is preserved;
- an object wider than the tile overlap was truncated by both tiles into two
  boxes that barely intersect, so IoU suppression kept both: two false
  positives and one missed footprint per seam building. Suppression now also
  compares overlap against the smaller box, and boxes cut by an interior tile
  edge are dropped in favour of the neighbouring tile's complete view;
- georeferencing fell back to an assumed EPSG:4326 when a manifest carried no
  CRS, producing geometry that renders plausibly in the wrong place. QA
  already refused such a tile; inference now fails closed too.

Segmentation QA scored candidates against every reference feature in the
dataset, so every building outside the inferred tiles counted as a false
negative. It now applies the same persisted tile coverage that detection QA
has always used, including the indexed ST_Intersects prefilter.

Duplicate suppression uses an STRtree instead of the O(n^2) scan, tiles are
predicted in batches of YOLO_BATCH_SIZE (a setting that existed but was never
read), and detection/segmentation runs can be queued through /run-async for a
polling background worker rather than holding an HTTP worker thread for
minutes of GPU work.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-22 14:32:44 +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 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 2be72fac58 feat: add governed nationwide AOI orchestration and CUDA enforcement
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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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2026-07-26 03:39:50 +02:00
Codex 115f9850a7 feat: add operator landing and login
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2026-07-22 20:10:21 +02:00
Codex cee6cd05ae feat: complete Wallonia land cover and terrain sources
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2026-07-22 06:28:46 +02:00
Codex c2101ea8f9 feat: complete governed Walloon coverage sources
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2026-07-22 03:39:08 +02:00
Codex 0aff8e3b8c feat(scope): make Belgium and North Sea operational default
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2026-07-22 02:11:48 +02:00
Codex 80df5e70c9 perf(map): simplify preclipped area queries
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2026-07-21 23:30:52 +02:00
Codex 20829f1a24 fix(map): make area analysis scale-aware
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2026-07-21 21:59:56 +02:00
Codex 70c5e34ecf Add governed SPW bathymetry analysis
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2026-07-19 04:07:01 +02:00
Codex 0fae53a7de Harden RC7 API response contracts
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2026-07-18 05:07:35 +02:00
Codex 1e527bf810 Add Belgium and North Sea coverage foundation
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2026-07-18 01:45:00 +02:00
Codex 9c402e0df2 Start autonomous Belgium and North Sea RC
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2026-07-18 00:12:34 +02:00
Codex c787fb2184 feat: operationalize Flemish land and nature themes
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2026-07-17 22:38:25 +02:00
Codex 488da4cc83 Add bounded GRB map acquisition
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2026-07-17 21:29:26 +02:00
Codex 4fd6c06f5c Aggregate regional bathymetry partitions
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2026-07-17 17:08:35 +02:00
Codex 132c4feed8 Add Flemish bathymetry partition workflow
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2026-07-17 16:15:29 +02:00
Codex 5b4e18059a Add governed bathymetry profile workflow
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2026-07-17 15:25:00 +02:00
Codex 78a5f0b0b2 Close full operational audit findings
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2026-07-17 14:19:02 +02:00
Codex d652db6a1e Constrain selections to active work areas
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2026-07-17 12:58:38 +02:00
Codex a29c787238 Complete operational map result workflow
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2026-07-17 12:35:50 +02:00
Codex eed6ee796e Add governed GRB refresh workflow
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2026-07-16 17:59:00 +02:00
Codex 595967f892 Add official source edition probes
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2026-07-16 17:33:40 +02:00
Codex 1e0e7b6499 Add governed source freshness audit
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2026-07-16 15:05:42 +02:00
Codex 45dc730e76 Complete regional raster exploration
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2026-07-16 14:21:32 +02:00
Codex 035ec3b233 feat: add cross-domain Mol data profile
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2026-07-16 03:06:36 +02:00
Codex bcbdaa10fc Optimize regional BWK municipality selection
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2026-07-16 00:44:28 +02:00
Codex 501f824257 Add governed VMM flood hazard scenarios
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2026-07-15 22:14:12 +02:00
Codex 5d8b46ed60 Add governed DHMV terrain analysis
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2026-07-15 18:13:05 +02:00
Codex fb38eb3e91 feat: add governed hydrology and historical imagery
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2026-07-15 12:17:45 +02:00
Codex beacdf2560 feat: add source-grounded evolution and Ollama assistant
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2026-07-15 06:45:56 +02:00
Codex 0baa9b069c feat: add semantic GIS selection metrics
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2026-07-15 06:07:34 +02:00
Codex d22abe8e7b feat: add measured detection review loop
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2026-07-15 03:00:08 +02:00
Codex daccd3869a feat: add map-driven orthophoto analysis
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2026-07-15 02:01:03 +02:00
Codex 0381fdd636 perf: optimize trusted full-area analysis
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2026-07-14 22:57:09 +02:00
Codex 616424e2a2 fix: query persisted work area geometry
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2026-07-14 19:38:41 +02:00
Codex c0943fe7d4 feat: add temporal Mol explorer
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2026-07-14 15:19:42 +02:00
Codex 2958c25b6f feat: make Mol explorer map-first
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2026-07-14 13:21:53 +02:00
Codex 6e2a8cbdc4 Add local model asset catalog
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2026-07-06 20:59:03 +02:00
Codex 7aa9382c9e Surface YOLO preflight in Detection Lab
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2026-07-06 10:52:26 +02:00
Codex b9674a0e42 Add QA evidence map overlay
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2026-06-25 03:17:49 +02:00
Codex 368c1ad738 Persist QA feature evidence
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2026-06-25 02:57:50 +02:00
Codex b92faafa74 Persist map selections as derived datasets
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2026-06-25 02:25:49 +02:00
Codex 46fe3edfc5 Persist map area selection exports
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2026-06-25 02:12:09 +02:00
Codex 851d7220df Add map area selection extraction
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2026-06-25 01:59:57 +02:00
Codex 47cd2c6c1e Add V1 selected area map overlay
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2026-06-17 00:21:01 +02:00
Codex 01f063b921 Add vector change detection foundation
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2026-06-16 23:55:52 +02:00