Dataset Analytics

Generated on December 01, 2023 at 9:18 am.

Number of Images

73
0 missing annotations
0 null examples

Number of Annotations

542
7.4 per image (average)
Across 1 classes

Average Image Size

0.05 mp
from to 0.05 mp

Median Image Ratio

287x236
wide

Class Balance

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

Classes

all
train
valid
test
sign
542
sign
271
sign
147
sign
124

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 (287x236).

small
1
medium
44
large
8
jumbo
20
> 1024x1024
287px
236px

Aspect Ratio Distribution

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

tall
23
square
4
wide
46

Annotation Heatmap

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

all
sign (542)

Histogram of Object Count by Image

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

all
sign
    37 imgs
    18.5
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
Count of all objects

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