Dataset Analytics

Generated on August 19, 2022 at 7:52 pm.

Number of Images

5,372

Number of Annotations

15,981

Average Image Size

0.70 mp

Median Image Ratio

1024x763
wide

Class Balance

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

Classes

6,872
4,359
2,350
1,739
Under Represented
103
Under Represented
Under Represented
Under Represented
Under Represented
11
Under Represented
5
Under Represented
Under Represented
4
Under Represented
3
Under Represented
3
Under Represented
Under Represented
1
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 (1024x763).

50
1,118
4,191
13
> 1024x1024
1024px
763px

Aspect Ratio Distribution

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

tall
884
square
583
wide
3,895
very wide
10
> 1.5:1

Annotation Heatmap

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

all
apple (4,359)
banana (2,350)
broccoli (1,739)
tomato (6,872)
cauliflower (463)
orange (3)
peach (5)
pear (1)
grapefruit (4)
cucumber (103)
lemon (4)
cabbage (2)
bell-pepper (13)
potato (11)
grape (3)
zucchini (21)
strawberry (28)

Histogram of Object Count by Image

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

all
apple
banana
broccoli
tomato
cauliflower
orange
peach
pear
grapefruit
cucumber
lemon
cabbage
bell-pepper
potato
grape
zucchini
strawberry
    2557 imgs
    1278.5
  • 0
  • 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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