| --- |
| task_categories: |
| - object-detection |
| license: other |
| tags: |
| - image |
| - yolo |
| - patrol |
| - safety |
| - fire-detection |
| - smoke-detection |
| - sf |
| pretty_name: "NXP SF Balanced Fire/Smoke Dataset v3" |
| language: |
| - ko |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # NXP SF Balanced Fire/Smoke Dataset v3 |
|
|
| `nxp_sf_train_balanced_v3`는 v2에서 관측된 label 정합성 문제를 정리한 cleaned revision입니다. |
|
|
| ## Cleanup summary |
|
|
| - duplicate label files touched: 44 |
| - duplicate lines removed: 62 |
| - files with segmentation-style labels: 1735 |
| - segment lines converted to bbox: 3832 |
| - invalid lines dropped: 0 |
|
|
| ## Resulting class counts |
|
|
| | split | images | fire boxes | smoke boxes | empty-label images | |
| |---|---:|---:|---:|---:| |
| | train | 9,277 | 9,108 | 6,748 | 2,003 | |
| | val | 1,493 | 1,535 | 1,175 | 260 | |
| | test | 1,166 | 1,097 | 860 | 248 | |
|
|
| ## Provenance |
|
|
| - derived from: `nxp_sf_train_balanced_v2` |
| - cleanup manifest: `CLEANUP_MANIFEST.yaml` |
| - build manifest: `BUILD_MANIFEST.yaml` |
| - project YAML: `/home/jinhyuk2me/lk_ws/ai/vision/perception/projects/patroller-sf-yolo11n-nxp/data-nxp-sf-train-balanced-v3.yaml` |
|
|
