Dataset Analytics

Generated on July 06, 2024 at 8:23 am.

Average Image Size

12.98 mp

Median Image Ratio

3120x3120
square

Class Balance

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

Classes

all
train
valid
test
1,009
491
Under Represented
701
345
Under Represented
200
99
Under Represented
108
47
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 (3120x3120).

1,476
> 1024x1024
3120px
3120px

Aspect Ratio Distribution

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

tall
905
wide
571

Annotation Heatmap

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

all
defect (491)
Good (1,009)

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