Dataset Analytics

Generated on March 28, 2024 at 9:18 am.

Number of Annotations

8,950

Average Image Size

1.00 mp

Median Image Ratio

1040x1199
tall

Class Balance

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

Classes

all
train
valid
test
5,996
2,954
Under Represented
4150
Under Represented
975
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 (1040x1199).

14
< 100x100
175
1,537
683
2,368
> 1024x1024
1040px
1199px

Aspect Ratio Distribution

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

tall
1,497
square
893
wide
2,378
very wide
8
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
Indigestive (2,954)
Digestive (5,996)

Histogram of Object Count by Image

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

all
Indigestive
Digestive
    3351 imgs
    1675.5
  • 0
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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