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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
xet
 Community
nxp-sf-train-balanced
File size: 7,001 Bytes
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path: /home/jinhyuk2me/lk_ws/ai/vision/perception/datasets/stage/nxp_sf_train_balanced_v2
train: train/images
val: val/images
test: test/images
nc: 2
names: &id001
  0: fire
  1: smoke
dataset:
  dataset_id: nxp_sf_train_balanced_v2
  source: mixed
  class_scope: sf
  schema_family: sf
  role: train
  variant: balanced
  version: v2
  recipe: nxp-sf-train-balanced-v2.yaml
  storage_tier: stage
materialization:
  dataset_id: nxp_sf_train_balanced_v2
  seed: nxp_sf_train_balanced_v2_seed42
  classes: *id001
  splits:
    train:
      images: 9277
      label_files: 9277
      fire_boxes: 9156
      smoke_boxes: 6750
      empty_label_files: 2003
      by_source:
        kaggle_sf_train_dfire_sampled5k_v1:
          images: 4000
          fire_boxes: 4056
          smoke_boxes: 3274
          empty_label_files: 800
        roboflow_sf_train_a_v1:
          images: 1563
          fire_boxes: 2022
          smoke_boxes: 1440
          empty_label_files: 0
        roboflow_sf_train_anguk_v1:
          images: 558
          fire_boxes: 254
          smoke_boxes: 139
          empty_label_files: 298
        roboflow_sf_train_b_v1:
          images: 1170
          fire_boxes: 1100
          smoke_boxes: 706
          empty_label_files: 64
        roboflow_sf_train_daegu_v1:
          images: 800
          fire_boxes: 0
          smoke_boxes: 0
          empty_label_files: 800
        roboflow_sf_train_gongduk_v1:
          images: 90
          fire_boxes: 0
          smoke_boxes: 107
          empty_label_files: 5
        roboflow_psf_train_d_v3:
          images: 798
          fire_boxes: 1491
          smoke_boxes: 975
          empty_label_files: 7
        roboflow_psf_train_e_lighter_v1:
          images: 200
          fire_boxes: 233
          smoke_boxes: 10
          empty_label_files: 1
        roboflow_psf_train_gongduk_b_v2:
          images: 98
          fire_boxes: 0
          smoke_boxes: 99
          empty_label_files: 28
    val:
      images: 1493
      label_files: 1493
      fire_boxes: 1541
      smoke_boxes: 1175
      empty_label_files: 260
      by_source:
        kaggle_sf_train_dfire_sampled5k_v1:
          images: 500
          fire_boxes: 492
          smoke_boxes: 411
          empty_label_files: 100
        roboflow_sf_train_a_v1:
          images: 374
          fire_boxes: 516
          smoke_boxes: 400
          empty_label_files: 0
        roboflow_sf_train_anguk_v1:
          images: 70
          fire_boxes: 33
          smoke_boxes: 15
          empty_label_files: 40
        roboflow_sf_train_b_v1:
          images: 306
          fire_boxes: 286
          smoke_boxes: 208
          empty_label_files: 19
        roboflow_sf_train_daegu_v1:
          images: 100
          fire_boxes: 0
          smoke_boxes: 0
          empty_label_files: 100
        roboflow_sf_train_gongduk_v1:
          images: 9
          fire_boxes: 0
          smoke_boxes: 11
          empty_label_files: 0
        roboflow_psf_train_d_v3:
          images: 100
          fire_boxes: 187
          smoke_boxes: 118
          empty_label_files: 0
        roboflow_psf_train_e_lighter_v1:
          images: 25
          fire_boxes: 27
          smoke_boxes: 1
          empty_label_files: 0
        roboflow_psf_train_gongduk_b_v2:
          images: 9
          fire_boxes: 0
          smoke_boxes: 11
          empty_label_files: 1
    test:
      images: 1166
      label_files: 1166
      fire_boxes: 1103
      smoke_boxes: 860
      empty_label_files: 248
      by_source:
        kaggle_sf_train_dfire_sampled5k_v1:
          images: 500
          fire_boxes: 492
          smoke_boxes: 401
          empty_label_files: 100
        roboflow_sf_train_a_v1:
          images: 211
          fire_boxes: 256
          smoke_boxes: 216
          empty_label_files: 0
        roboflow_sf_train_anguk_v1:
          images: 69
          fire_boxes: 31
          smoke_boxes: 21
          empty_label_files: 33
        roboflow_sf_train_b_v1:
          images: 144
          fire_boxes: 135
          smoke_boxes: 98
          empty_label_files: 7
        roboflow_sf_train_daegu_v1:
          images: 100
          fire_boxes: 0
          smoke_boxes: 0
          empty_label_files: 100
        roboflow_sf_train_gongduk_v1:
          images: 9
          fire_boxes: 0
          smoke_boxes: 12
          empty_label_files: 1
        roboflow_psf_train_d_v3:
          images: 99
          fire_boxes: 159
          smoke_boxes: 107
          empty_label_files: 3
        roboflow_psf_train_e_lighter_v1:
          images: 25
          fire_boxes: 30
          smoke_boxes: 0
          empty_label_files: 0
        roboflow_psf_train_gongduk_b_v2:
          images: 9
          fire_boxes: 0
          smoke_boxes: 5
          empty_label_files: 4
  sources:
    kaggle_sf_train_dfire_sampled5k_v1:
      train:
        selected: 4000
        mode: native_all
      val:
        selected: 500
        mode: native_all
      test:
        selected: 500
        mode: native_all
    roboflow_sf_train_a_v1:
      train:
        selected: 1563
        mode: smoke_plus_fire_cap
        fire_only_cap: 500
      val:
        selected: 374
        mode: smoke_plus_fire_cap
        fire_only_cap: 100
      test:
        selected: 211
        mode: smoke_plus_fire_cap
        fire_only_cap: 50
    roboflow_sf_train_b_v1:
      train:
        selected: 1170
        mode: smoke_plus_fire_cap
        fire_only_cap: 400
      val:
        selected: 306
        mode: smoke_plus_fire_cap
        fire_only_cap: 80
      test:
        selected: 144
        mode: smoke_plus_fire_cap
        fire_only_cap: 40
    roboflow_sf_train_anguk_v1:
      train:
        selected: 558
        mode: resplit_80_10_10
      val:
        selected: 70
        mode: resplit_80_10_10
      test:
        selected: 69
        mode: resplit_80_10_10
    roboflow_sf_train_daegu_v1:
      train:
        selected: 800
        mode: resplit_80_10_10
      val:
        selected: 100
        mode: resplit_80_10_10
      test:
        selected: 100
        mode: resplit_80_10_10
    roboflow_sf_train_gongduk_v1:
      train:
        selected: 90
        mode: resplit_80_10_10
      val:
        selected: 9
        mode: resplit_80_10_10
      test:
        selected: 9
        mode: resplit_80_10_10
    roboflow_psf_train_d_v3:
      train:
        selected: 798
        mode: resplit_80_10_10
      val:
        selected: 100
        mode: resplit_80_10_10
      test:
        selected: 99
        mode: resplit_80_10_10
    roboflow_psf_train_e_lighter_v1:
      train:
        selected: 200
        mode: resplit_80_10_10
      val:
        selected: 25
        mode: resplit_80_10_10
      test:
        selected: 25
        mode: resplit_80_10_10
    roboflow_psf_train_gongduk_b_v2:
      train:
        selected: 98
        mode: resplit_80_10_10
      val:
        selected: 9
        mode: resplit_80_10_10
      test:
        selected: 9
        mode: resplit_80_10_10