Dataset Analytics

Generated on May 23, 2024 at 1:38 am.

Number of Annotations

9,791

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
5,482
4,309
3798
3003
1138
871
546
435

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 (1920x1080).

4,668
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

tall
13
wide
4,655

Annotation Heatmap

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

all
stair (4,309)
person (5,482)

Histogram of Object Count by Image

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

all
stair
person
    1836 imgs
    918
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
Count of all objects

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