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Datasets:
LK-ROBOTICS
/
nxp-sf-train-balanced

Tasks:
Object Detection
Modalities:
Image
Languages:
Korean
Tags:
image
yolo
patrol
safety
fire-detection
smoke-detection
License:
Dataset card Files
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  1. README.md +8 -6
  2. revisions/v3/BUILD_MANIFEST.yaml +79 -0
  3. revisions/v3/CLEANUP_MANIFEST.yaml +6 -0
  4. revisions/v3/README.md +45 -0
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README.md CHANGED
@@ -13,7 +13,7 @@ tags:
13
  pretty_name: "NXP SF Balanced Fire/Smoke Dataset"
14
  language:
15
  - ko
16
- latest_revision: v2
17
  ---
18
 
19
  # NXP SF Balanced Fire/Smoke Dataset
@@ -21,11 +21,13 @@ latest_revision: v2
21
  이 repo는 stable dataset family repo이며 revision snapshot은 `revisions/<revision>/` 아래에 저장합니다.
22
 
23
  - stable repo: `LK-ROBOTICS/nxp-sf-train-balanced`
24
- - latest revision: `v2`
 
25
 
26
  ## Revisions
27
 
28
- | revision | path | note |
29
- |---|---|---|
30
- | v1 | `revisions/v1` | original balanced revision |
31
- | v2 | `revisions/v2` | latest balanced revision |
 
 
13
  pretty_name: "NXP SF Balanced Fire/Smoke Dataset"
14
  language:
15
  - ko
16
+ latest_revision: v3
17
  ---
18
 
19
  # NXP SF Balanced Fire/Smoke Dataset
 
21
  이 repo는 stable dataset family repo이며 revision snapshot은 `revisions/<revision>/` 아래에 저장합니다.
22
 
23
  - stable repo: `LK-ROBOTICS/nxp-sf-train-balanced`
24
+ - latest revision: `v3`
25
+ - current recommended path: `revisions/v3`
26
 
27
  ## Revisions
28
 
29
+ | revision | path | train | val | test | note |
30
+ |---|---|---:|---:|---:|---|
31
+ | v1 | `revisions/v1` | 8,177 | 1,361 | 1,035 | original balanced revision |
32
+ | v2 | `revisions/v2` | 9,277 | 1,493 | 1,166 | expanded source mix |
33
+ | v3 | `revisions/v3` | 9,277 | 1,493 | 1,166 | cleaned labels (dedup + polygon->bbox) |
revisions/v3/BUILD_MANIFEST.yaml ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ dataset_id: nxp_sf_train_balanced_v3
2
+ seed: nxp_sf_train_balanced_v3_seed42
3
+ classes:
4
+ 0: fire
5
+ 1: smoke
6
+ cleanup:
7
+ files_scanned: 11936
8
+ files_with_duplicates: 44
9
+ duplicate_lines_removed: 62
10
+ files_with_segments: 1735
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+ segment_lines_converted: 3832
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+ invalid_lines_dropped: 0
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+ splits:
14
+ train:
15
+ images: 9277
16
+ label_files: 9277
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+ fire_boxes: 9108
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+ smoke_boxes: 6748
19
+ empty_label_files: 2003
20
+ by_source:
21
+ kaggle_sf:
22
+ images: 4000
23
+ fire_boxes: 4056
24
+ smoke_boxes: 3274
25
+ empty_label_files: 800
26
+ roboflow_psf:
27
+ images: 1096
28
+ fire_boxes: 1717
29
+ smoke_boxes: 1082
30
+ empty_label_files: 36
31
+ roboflow_sf:
32
+ images: 4181
33
+ fire_boxes: 3335
34
+ smoke_boxes: 2392
35
+ empty_label_files: 1167
36
+ val:
37
+ images: 1493
38
+ label_files: 1493
39
+ fire_boxes: 1535
40
+ smoke_boxes: 1175
41
+ empty_label_files: 260
42
+ by_source:
43
+ kaggle_sf:
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+ images: 500
45
+ fire_boxes: 492
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+ smoke_boxes: 411
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+ empty_label_files: 100
48
+ roboflow_psf:
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+ images: 134
50
+ fire_boxes: 214
51
+ smoke_boxes: 130
52
+ empty_label_files: 1
53
+ roboflow_sf:
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+ images: 859
55
+ fire_boxes: 829
56
+ smoke_boxes: 634
57
+ empty_label_files: 159
58
+ test:
59
+ images: 1166
60
+ label_files: 1166
61
+ fire_boxes: 1097
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+ smoke_boxes: 860
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+ empty_label_files: 248
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+ by_source:
65
+ kaggle_sf:
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+ images: 500
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+ fire_boxes: 492
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+ smoke_boxes: 401
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+ empty_label_files: 100
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+ roboflow_psf:
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+ images: 133
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+ fire_boxes: 189
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+ smoke_boxes: 112
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+ empty_label_files: 7
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+ roboflow_sf:
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+ images: 533
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+ fire_boxes: 416
78
+ smoke_boxes: 347
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+ empty_label_files: 141
revisions/v3/CLEANUP_MANIFEST.yaml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ files_scanned: 11936
2
+ files_with_duplicates: 44
3
+ duplicate_lines_removed: 62
4
+ files_with_segments: 1735
5
+ segment_lines_converted: 3832
6
+ invalid_lines_dropped: 0
revisions/v3/README.md ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ task_categories:
3
+ - object-detection
4
+ license: other
5
+ tags:
6
+ - image
7
+ - yolo
8
+ - patrol
9
+ - safety
10
+ - fire-detection
11
+ - smoke-detection
12
+ - sf
13
+ pretty_name: "NXP SF Balanced Fire/Smoke Dataset v3"
14
+ language:
15
+ - ko
16
+ size_categories:
17
+ - 10K<n<100K
18
+ ---
19
+
20
+ # NXP SF Balanced Fire/Smoke Dataset v3
21
+
22
+ `nxp_sf_train_balanced_v3`는 v2에서 관측된 label 정합성 문제를 정리한 cleaned revision입니다.
23
+
24
+ ## Cleanup summary
25
+
26
+ - duplicate label files touched: 44
27
+ - duplicate lines removed: 62
28
+ - files with segmentation-style labels: 1735
29
+ - segment lines converted to bbox: 3832
30
+ - invalid lines dropped: 0
31
+
32
+ ## Resulting class counts
33
+
34
+ | split | images | fire boxes | smoke boxes | empty-label images |
35
+ |---|---:|---:|---:|---:|
36
+ | train | 9,277 | 9,108 | 6,748 | 2,003 |
37
+ | val | 1,493 | 1,535 | 1,175 | 260 |
38
+ | test | 1,166 | 1,097 | 860 | 248 |
39
+
40
+ ## Provenance
41
+
42
+ - derived from: `nxp_sf_train_balanced_v2`
43
+ - cleanup manifest: `CLEANUP_MANIFEST.yaml`
44
+ - build manifest: `BUILD_MANIFEST.yaml`
45
+ - project YAML: `/home/jinhyuk2me/lk_ws/ai/vision/perception/projects/patroller-sf-yolo11n-nxp/data-nxp-sf-train-balanced-v3.yaml`
revisions/v3/data.yaml ADDED
@@ -0,0 +1,98 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ path: /home/jinhyuk2me/lk_ws/ai/vision/perception/datasets/stage/nxp_sf_train_balanced_v3
2
+ train: train/images
3
+ val: val/images
4
+ test: test/images
5
+ nc: 2
6
+ names:
7
+ 0: fire
8
+ 1: smoke
9
+ dataset:
10
+ dataset_id: nxp_sf_train_balanced_v3
11
+ source: mixed
12
+ class_scope: sf
13
+ schema_family: sf
14
+ role: train
15
+ variant: balanced
16
+ version: v3
17
+ recipe: nxp-sf-train-balanced-v3.yaml
18
+ storage_tier: stage
19
+ materialization:
20
+ dataset_id: nxp_sf_train_balanced_v3
21
+ seed: nxp_sf_train_balanced_v3_seed42
22
+ classes:
23
+ 0: fire
24
+ 1: smoke
25
+ cleanup:
26
+ files_scanned: 11936
27
+ files_with_duplicates: 44
28
+ duplicate_lines_removed: 62
29
+ files_with_segments: 1735
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+ segment_lines_converted: 3832
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+ invalid_lines_dropped: 0
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+ splits:
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+ train:
34
+ images: 9277
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+ label_files: 9277
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+ fire_boxes: 9108
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+ smoke_boxes: 6748
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+ empty_label_files: 2003
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+ by_source:
40
+ kaggle_sf:
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+ images: 4000
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+ fire_boxes: 4056
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+ smoke_boxes: 3274
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+ empty_label_files: 800
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+ roboflow_psf:
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+ images: 1096
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+ fire_boxes: 1717
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+ smoke_boxes: 1082
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+ empty_label_files: 36
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+ roboflow_sf:
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+ images: 4181
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+ fire_boxes: 3335
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+ smoke_boxes: 2392
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+ empty_label_files: 1167
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+ val:
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+ images: 1493
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+ label_files: 1493
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+ fire_boxes: 1535
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+ smoke_boxes: 1175
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+ empty_label_files: 260
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+ by_source:
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+ kaggle_sf:
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+ images: 500
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+ fire_boxes: 492
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+ smoke_boxes: 411
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+ empty_label_files: 100
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+ roboflow_psf:
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+ images: 134
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+ fire_boxes: 214
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+ smoke_boxes: 130
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+ empty_label_files: 1
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+ roboflow_sf:
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+ images: 859
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+ fire_boxes: 829
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+ smoke_boxes: 634
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+ empty_label_files: 159
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+ test:
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+ images: 1166
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+ label_files: 1166
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+ fire_boxes: 1097
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+ smoke_boxes: 860
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+ empty_label_files: 248
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+ by_source:
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+ kaggle_sf:
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+ images: 500
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+ fire_boxes: 492
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+ smoke_boxes: 401
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+ empty_label_files: 100
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+ roboflow_psf:
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+ images: 133
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+ fire_boxes: 189
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+ smoke_boxes: 112
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+ empty_label_files: 7
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+ roboflow_sf:
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+ images: 533
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+ fire_boxes: 416
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+ smoke_boxes: 347
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+ empty_label_files: 141
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