Dataset Analytics

Generated on August 22, 2023 at 2:00 pm.

Number of Images

1,133
0 null examples

Number of Annotations

25,961
22.9 per image (average)
Across 2 classes

Average Image Size

0.31 mp
from to 0.31 mp
to 0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
player
24,855
ball
1,106
Under Represented
player
17024
ball
755
Under Represented
player
4883
ball
220
Under Represented
player
2948
ball
131
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, 640x480.

Aspect Ratio Distribution

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

wide
1,133

Annotation Heatmap

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

all
player (24,855)
ball (1,106)

Histogram of Object Count by Image

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

all
player
ball
    1101 imgs
    550.5
  • 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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