Dataset Analytics

Generated on November 29, 2023 at 8:51 am.

Number of Images

1,332

Number of Annotations

11,771

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
10,583
1,188
Under Represented
10465
1165
Under Represented
90
Under Represented
28
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).

1
728
603
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

square
725
wide
490
extremely wide
117
> 2.5:1

Annotation Heatmap

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

all
person (10,583)
football (1,188)

Histogram of Object Count by Image

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

all
person
football
    664 imgs
    332
  • 0
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
  • 56-61
Count of all objects

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