Datasets:
File size: 1,121 Bytes
482147e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | ---
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`
|