Dataset Analytics

Generated on August 08, 2024 at 11:07 am.

Number of Annotations

196,374

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
180,754
8,957
Under Represented
6,663
Under Represented
131972
6536
Under Represented
4862
Under Represented
29753
1484
Under Represented
1132
Under Represented
19029
937
Under Represented
669
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 (640x640).

46
4,972
3,990
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

square
4,972
wide
3,446
very wide
211
> 1.5:1
extremely wide
379
> 2.5:1

Annotation Heatmap

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

all
player (180,754)
ball (6,663)
referee (8,957)

Histogram of Object Count by Image

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

all
player
ball
referee
    6614 imgs
    3307
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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