Dataset Analytics

Generated on October 01, 2023 at 9:59 pm.

Average Image Size

0.23 mp

Median Image Ratio

640x360
wide

Class Balance

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

Classes

all
train
valid
test
390
333
Under Represented
Under Represented
293
247
Under Represented
Under Represented
65
58
Under Represented
Under Represented
32
28
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.

All images are the same size, 640x360.

Aspect Ratio Distribution

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

wide
81

Annotation Heatmap

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

all
blue bumper (24)
red bumper (46)
cone (390)
cube (333)

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