Dataset Analytics

Generated on May 09, 2024 at 6:31 am.

Number of Images

9,210

Number of Annotations

10,785

Average Image Size

0.23 mp

Median Image Ratio

640x416
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
9,335
722
Under Represented
285
Under Represented
fog
163
Under Represented
103
Under Represented
Under Represented
86
Under Represented
6963
508
Under Represented
157
Under Represented
fog
104
Under Represented
Under Represented
Under Represented
62
Under Represented
1574
138
Under Represented
42
Under Represented
fog
41
Under Represented
Under Represented
Under Represented
14
Under Represented
798
76
Under Represented
86
Under Represented
fog
18
Under Represented
Under Represented
Under Represented
10
Under Represented

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

The purple box indicates the median width by median height image (640x416).

5,115
136
3,959
> 1024x1024
640px
416px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
4,227
wide
4,983

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
smoke (9,335)
klte (285)
fire (722)
fog (163)
mountain (103)
chinsmoke (91)
cloud (86)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
smoke
klte
fire
fog
mountain
chinsmoke
cloud
    7857 imgs
    3928.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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