Dataset Analytics

Generated on April 08, 2024 at 11:34 am.

Number of Images

2,607

Number of Annotations

3,402

Average Image Size

0.31 mp

Median Image Ratio

480x640
tall

Class Balance

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

Classes

all
train
valid
test
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing

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 (480x640).

31
720
1,839
16
> 1024x1024
480px
640px

Aspect Ratio Distribution

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

tall
1,731
square
304
wide
555
very wide
14
> 1.5:1
extremely wide
2
> 2.5:1

Annotation Heatmap

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

all
alcohol-bottle (2,592)
wine-glass (809)
spirit bottle (1)

Histogram of Object Count by Image

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

all
alcohol-bottle
wine-glass
spirit bottle
    2190 imgs
    1095
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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