Dataset Analytics

Generated on January 19, 2023 at 6:39 pm.

Number of Images

5,271

Number of Annotations

13,662

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

2
3,602
0
3,290
6
1,259
4
1,016
Under Represented
1
993
Under Represented
7
900
Under Represented
8
728
Under Represented
3
722
Under Represented
5
628
Under Represented
9
524
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
5,271

Annotation Heatmap

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

0 (3,290)
1 (993)
2 (3,602)
3 (722)
4 (1,016)
5 (628)
6 (1,259)
7 (900)
8 (728)
9 (524)
all

Histogram of Object Count by Image

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

0
1
2
3
4
5
6
7
8
9
all
    3144 imgs
    1572
  • 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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