Dataset Analytics

Generated on July 13, 2023 at 2:13 am.

Number of Images

7,722

Number of Annotations

26,581

Average Image Size

0.16 mp

Median Image Ratio

460x318
wide

Class Balance

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

Classes

all
train
valid
test
0
17,700
1
8,880
1
Under Represented
0
13589
1
6817
1
Under Represented
0
4111
1
2063
0
Missing
0
0
Missing
1
0
Missing
0
Missing

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 (460x318).

445
6,111
1,119
47
> 1024x1024
460px
318px

Aspect Ratio Distribution

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

tall
1,346
square
189
wide
6,159
very wide
25
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

0 (17,700)
1 (8,880)
all
object (1)

Histogram of Object Count by Image

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

0
1
all
object
    3589 imgs
    1794.5
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
  • 47-51
Count of all objects

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