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

Document YOLOv8s benchmark status
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
2026-07-08 02:04:12 +02:00
parent 4d2ba1ea5c
commit bad378e507
4 changed files with 75 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
CHANGELOG.md
+9
View File
@@ -1283,3 +1283,12 @@ Added:
- Segmentation now distinguishes configured model state from UI-runnable state and blocks the explicit test/demo-only fixture segmenter in the normal run form.
- Added regression coverage for AI Lab action guardrails and compact guardrail styling.
- No API contracts, migrations, product capabilities, live provider fetching or AI/model dependency changes were introduced.
## Operator YOLOv8s hard-negative benchmark (2026-07-08)
- Trained a Tower-local YOLOv8s hard-negative building detector from the existing operator tile dataset.
- Published the trained runtime artifact as `geointel-building-yolov8s-hardneg160r4e50-pt` in the live model asset catalog without adding application download behavior.
- Reused persisted dense QA and hard-negative benchmark runs through the existing live API.
- Observed dense QA F1 scores up to `0.6380` and safest current threshold behavior around `0.25`.
- Kept the model inactive by default because the `kasterlee_bos` hard-negative sample still produced 10 detections at threshold `0.25`.
- No repository code, API contracts, migrations, product behavior, provider fetching or AI dependency strategy changed in this benchmark pass.