Dataset Analytics

Generated on December 27, 2023 at 6:23 pm.

Number of Images

231
0 missing annotations
0 null examples

Number of Annotations

4,188
18.1 per image (average)
Across 2 classes

Average Image Size

2.07 mp
from to 0.23 mp
to 2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
player
4,183
referee
5
Under Represented
player
3109
referee
2
Under Represented
player
526
referee
0
Missing
player
548
referee
3
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 (1920x1080).

medium
62
large
49
jumbo
120
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
231

Annotation Heatmap

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

all
player (4,183)
referee (5)

Histogram of Object Count by Image

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

all
player
referee
    140 imgs
    70
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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