Dataset Analytics

Generated on August 19, 2022 at 6:27 pm.

Number of Images

829
0 missing annotations
0 null examples

Number of Annotations

5,940
7.2 per image (average)
Across 5 classes

Average Image Size

1.11 mp
from to 0.31 mp
to 2.07 mp

Median Image Ratio

1000x912
wide

Class Balance

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

Classes

worker
2,684
helmet
1,804
0
737
Under Represented
2
674
Under Represented
vest
41
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 (1000x912).

large
64
jumbo
765
> 1024x1024
1000px
912px

Aspect Ratio Distribution

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

tall
375
wide
454

Annotation Heatmap

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

0 (737)
2 (674)
all
worker (2,684)
helmet (1,804)
vest (41)

Histogram of Object Count by Image

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

0
2
all
worker
helmet
vest
    508 imgs
    254
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
  • 65-71
Count of all objects

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