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

Expand operator samples for YOLO hard negatives
GeoIntel CI / docs-smoke (push) Has been cancelled
Details
GeoIntel CI / contract-smoke (push) Has been cancelled
Details

Browse Source
This commit is contained in:
Codex
2026-07-07 21:42:23 +02:00
parent e8d79fccbb
commit 89c5729d33
8 changed files with 288 additions and 23 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/AI_PIPELINES.md
+7 -2
View File
@@ -171,12 +171,17 @@ Documented operator samples can be prepared inside the all-in-one runtime
container:
```bash
docker exec -it geointel python /app/scripts/prepare_operator_real_data_samples.py --samples geel,mol,turnhout
docker exec -it geointel python3 /app/scripts/prepare_operator_real_data_samples.py
```
The helper fetches explicit Digitaal Vlaanderen orthophoto/GRB GBG sample pairs
for the documented AOIs only and writes `operator_samples_manifest.json`. The
application itself still does not perform live provider fetching.
default corpus includes dense reference AOIs for Geel, Mol, Turnhout, Herentals,
Balen, Retie and Westerlo plus explicitly marked background candidates for
Postel-bos, Lommel-heide and Kasterlee-bos. Background candidates may persist
empty GRB FeatureCollections for negative-tile training; normal reference AOIs
still fail on empty GRB responses. The application itself still does not perform
live provider fetching.
For confidence-threshold calibration, use the sweep wrapper: