# Monitoring images — drop dashboard screenshots here

Save the screenshots you capture from the training dashboard **into this folder**, using
these exact filenames so the model card references them automatically. PNG or JPG, any
resolution (higher is better — these become figures in the published model card).

| filename | what to capture |
|---|---|
| `map_curve.png`         | The **mAP50-95 curve** over epochs (both the live curve and, if shown, the `ultra_mAP50_95` series). |
| `map50_curve.png`       | The **mAP50** curve over epochs. |
| `loss_curves.png`       | The **box / cls / dfl loss** curves over epochs. |
| `precision_recall.png`  | The **precision & recall** curves over epochs. |
| `gpu_util.png`          | The **GPU panel** — 3× RTX 3090 utilization / temperature / power (shows the 200 W cap). |
| `overview.png`          | A **full-dashboard** overview screenshot (the run page as a whole). |

Notes
- Any extra images are welcome — add them and tell me the caption; I'll wire them into
  the model card.
- These come from **your** screenshots of the dashboard. The dashboard page itself
  (`report.html` / the live site) is **never** published — only the images you export.
- Once the images are here, the release-prep step embeds them and the model card's
  "Training curves" section will render them.