Dataset Analytics

Generated on June 23, 2023 at 1:30 am.

Number of Images

1,054

Number of Annotations

7,645

Average Image Size

16.05 mp

Median Image Ratio

3472x3472
square

Class Balance

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

Classes

all
train
valid
test
2,413
1,289
1,213
345
Under Represented
Under Represented
1678
240
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
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 (3472x3472).

1,054
> 1024x1024
3472px
3472px

Aspect Ratio Distribution

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

tall
852
wide
202

Annotation Heatmap

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

all
silver bolt (1,213)
black bolt (1,289)
black nut (345)
black washer (342)
silver washer (2,043)
silver nut (2,413)

Histogram of Object Count by Image

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

all
silver bolt
black bolt
black nut
black washer
silver washer
silver nut
    449 imgs
    224.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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