Datasets:
metadata
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_v3는 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