Dataset Analytics

Generated on September 23, 2023 at 2:37 pm.

Number of Images

276

Number of Annotations

3,299

Average Image Size

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
2,727
198
Under Represented
164
Under Represented
Under Represented
31
Under Represented
20
Under Represented
2010
143
Under Represented
123
Under Represented
Under Represented
27
Under Represented
17
Under Represented
425
34
Under Represented
26
Under Represented
Under Represented
3
Under Represented
2
Under Represented
292
21
Under Represented
15
Under Represented
Under Represented
1
Under Represented
1
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.

All images are the same size, 1920x1080.

Aspect Ratio Distribution

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

wide
276

Annotation Heatmap

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

all
player (2,727)
ball (198)
referee (164)
goalkeeper (159)
line-2 (31)
line-1 (20)

Histogram of Object Count by Image

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

all
player
ball
referee
goalkeeper
line-2
line-1
    57 imgs
    28.5
  • 0
  • 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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