Dataset Analytics

Generated on December 25, 2022 at 11:38 pm.

Number of Images

4,862

Number of Annotations

43,155

Average Image Size

0.33 mp

Median Image Ratio

640x512
wide

Class Balance

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

Classes

car
26,597
14,958
1,448
Under Represented
dog
152
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, 640x512.

Aspect Ratio Distribution

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

wide
4,862

Annotation Heatmap

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

all
car (26,597)
person (14,958)
bicycle (1,448)
dog (152)

Histogram of Object Count by Image

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

all
car
person
bicycle
dog
    1047 imgs
    523.5
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
Count of all objects

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