Record operator YOLO dataset audit results

2026-07-09 01:47:08 +02:00
parent 5898e548c2
commit 34f09fe323
4 changed files with 18 additions and 2 deletions
@@ -345,6 +345,13 @@ missing or invalid label rows and normalized box-area signals. Treat
 next action is usually more positive AOIs, better validation coverage or more
 unique hard negatives rather than simply extending epochs.

+Current Tower audit status:
+
+- `yolo-building-tile-expanded160`: clean baseline; no missing/invalid labels.
+- `yolo-building-tile-hardneg160r4` and `yolo-building-tile-hardneg160r8`:
+  repeat-heavy hard-negative variants; useful evidence, but add more unique
+  background AOIs before training another hard-negative-balanced candidate.
+
 For hard-negative-balanced experiments, repeat only train-split negative tiles
 from samples marked `sample_role=background_candidate`: