Dataset Analytics

Generated on February 06, 2024 at 6:18 am.

Average Image Size

0.67 mp

Median Image Ratio

1000x667
wide

Class Balance

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

Classes

all
train
valid
test
307
236
Under Represented
70
Under Represented
Under Represented
Under Represented
Missing
0
Missing
Missing
0
Missing
Missing
Missing
Missing
0
Missing
Missing
0
Missing
Missing
Missing
307
236
Under Represented
70
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 (1000x667).

374
1000px
667px

Aspect Ratio Distribution

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

tall
26
square
4
wide
344

Annotation Heatmap

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

all
dent (236)
scratch (307)
lamp broken (69)
crack (70)
glass shatter (71)
tire flat (32)

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