Dataset Analytics

Generated on December 16, 2022 at 12:49 am.

Number of Images

3,993

Number of Annotations

7,696

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

4,191
1,536
1,027
Under Represented
942
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).

3,993
640px
640px

Aspect Ratio Distribution

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

square
2,909
wide
1,084

Annotation Heatmap

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

all
person (4,191)
phone (1,536)
cigarette (942)
seatbelt (1,027)

Histogram of Object Count by Image

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

all
person
phone
cigarette
seatbelt
    2391 imgs
    1195.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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