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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: 5,059 Bytes
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path: /home/jinhyuk2me/lk_ws/ai/vision/perception/datasets/stage/nxp_sf_train_balanced_v1
train: train/images
val: val/images
test: test/images
nc: 2
names:
  0: fire
  1: smoke
dataset:
  dataset_id: nxp_sf_train_balanced_v1
  source: mixed
  class_scope: sf
  schema_family: sf
  role: train
  variant: balanced
  version: v1
  recipe: nxp-sf-train-balanced-v1.yaml
  storage_tier: stage
materialization:
  dataset_id: nxp_sf_train_balanced_v1
  seed: nxp_sf_train_balanced_v1_seed42
  classes:
    0: fire
    1: smoke
  splits:
    train:
      images: 8177
      label_files: 8177
      fire_boxes: 7432
      smoke_boxes: 5662
      empty_label_files: 1967
      by_source:
        kaggle_sf_train_dfire_sampled5k_v1:
          images: 4000
          fire_boxes: 4056
          smoke_boxes: 3274
          empty_label_files: 800
        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_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_gongduk_v1:
          images: 86
          fire_boxes: 0
          smoke_boxes: 103
          empty_label_files: 5
    val:
      images: 1361
      label_files: 1361
      fire_boxes: 1327
      smoke_boxes: 1048
      empty_label_files: 259
      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_b_v1:
          images: 306
          fire_boxes: 286
          smoke_boxes: 208
          empty_label_files: 19
        roboflow_sf_train_anguk_v1:
          images: 70
          fire_boxes: 33
          smoke_boxes: 15
          empty_label_files: 40
        roboflow_sf_train_daegu_v1:
          images: 100
          fire_boxes: 0
          smoke_boxes: 0
          empty_label_files: 100
        roboflow_sf_train_gongduk_v1:
          images: 11
          fire_boxes: 0
          smoke_boxes: 14
          empty_label_files: 0
    test:
      images: 1035
      label_files: 1035
      fire_boxes: 914
      smoke_boxes: 749
      empty_label_files: 241
      by_source:
        roboflow_sf_train_anguk_v1:
          images: 69
          fire_boxes: 31
          smoke_boxes: 21
          empty_label_files: 33
        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_daegu_v1:
          images: 100
          fire_boxes: 0
          smoke_boxes: 0
          empty_label_files: 100
        roboflow_sf_train_b_v1:
          images: 144
          fire_boxes: 135
          smoke_boxes: 98
          empty_label_files: 7
        roboflow_sf_train_gongduk_v1:
          images: 11
          fire_boxes: 0
          smoke_boxes: 13
          empty_label_files: 1
  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: 86
        mode: resplit_80_10_10
      val:
        selected: 11
        mode: resplit_80_10_10
      test:
        selected: 11
        mode: resplit_80_10_10