Dataset Analytics

Generated on September 17, 2023 at 6:59 am.

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
39,810
7,671
Under Represented
2,839
Under Represented
2
Under Represented
Missing
0
Missing
0
Missing
0
Missing
39810
7671
Under Represented
2839
Under Represented
2
Under Represented
Missing
0
Missing
0
Missing
0
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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square
1,867

Annotation Heatmap

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

all
background (39,810)
floor (2,839)
wall (7,671)
object (2)

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