Dataset Analytics

Generated on March 23, 2024 at 7:53 pm.

Number of Annotations

5,226

Average Image Size

12.19 mp

Median Image Ratio

4032x3024
wide

Class Balance

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

Classes

all
train
valid
test
3,509
1,717
Under Represented
2452
1191
Under Represented
703
337
Under Represented
354
189
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 (4032x3024).

4,398
> 1024x1024
4032px
3024px

Aspect Ratio Distribution

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

tall
816
wide
3,582

Annotation Heatmap

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

all
bottle (1,717)
mallet (3,509)

Histogram of Object Count by Image

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

all
bottle
mallet
    3722 imgs
    1861
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

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