Document YOLOv8s benchmark status

2026-07-08 02:04:12 +02:00
parent 4d2ba1ea5c
commit bad378e507
4 changed files with 75 additions and 0 deletions
@@ -486,6 +486,19 @@ files are present without `--model-file`. It writes only
 `GEOINTEL_INSTALL_AI=true`, `YOLO_ENABLED=true`, `YOLO_MODELS_DIR=/app/models`
 and the mounted `YOLO_MODEL_PATH`.

+Tower-local model evaluation status:
+
+- `geointel-building-yolov8s-hardneg160r4e50.pt` is available as an evaluated
+  local runtime artifact after the hard-negative YOLOv8s training pass.
+- The live catalog id is `geointel-building-yolov8s-hardneg160r4e50-pt`.
+- The model SHA256 is
+  `9bf71ad4742048ac77f07060b677bacd9757b8d310497fcada334d543e320d19`.
+- The current safest observed threshold is `0.25`, but the model remains an
+  evaluation candidate because one hard-negative forest sample still produced
+  false detections at that threshold.
+- Do not silently activate this model as a default. Apply it only as an explicit
+  operator choice until the model catalog/threshold workflow is hardened.
+
 Clean old offline demo export artifacts without touching uploaded source data:

 ```bash