Dataset Analytics

Generated on February 26, 2023 at 10:02 am.

Number of Images

816
0 missing annotations
0 null examples

Number of Annotations

3,377
4.1 per image (average)
Across 4 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

0
1,811
1
887
2
520
Under Represented
3
159
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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square
816

Annotation Heatmap

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

0 (1,811)
1 (887)
2 (520)
3 (159)
all

Histogram of Object Count by Image

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

0
1
2
3
all
    429 imgs
    214.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
Count of all objects

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