Dataset Analytics

Generated on June 05, 2024 at 5:34 pm.

Number of Images

671
0 missing annotations
0 null examples

Number of Annotations

2,690
4.0 per image (average)
Across 4 classes

Average Image Size

0.41 mp
from to 0.10 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
Non-Earmuff
887
Non-Helmet
870
Safety-Helmet
669
Safety-Earmuff
264
Under Represented
Non-Earmuff
781
Non-Helmet
771
Safety-Helmet
612
Safety-Earmuff
226
Under Represented
Non-Earmuff
91
Non-Helmet
88
Safety-Helmet
47
Under Represented
Safety-Earmuff
31
Under Represented
Non-Earmuff
15
Non-Helmet
11
Safety-Helmet
10
Safety-Earmuff
7
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).

medium
13
large
471
jumbo
187
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
82
square
423
wide
166

Annotation Heatmap

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

all
Non-Helmet (870)
Non-Earmuff (887)
Safety-Helmet (669)
Safety-Earmuff (264)

Histogram of Object Count by Image

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

all
Non-Helmet
Non-Earmuff
Safety-Helmet
Safety-Earmuff
    619 imgs
    309.5
  • 1
  • 2-9
  • 10-17
  • 18-25
  • 26-33
  • 34-41
  • 42-49
  • 50-57
  • 58-65
  • 66-73
Count of all objects

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