Dataset Analytics

Generated on July 12, 2024 at 4:36 am.

Average Image Size

0.31 mp

Median Image Ratio

646x486
wide

Class Balance

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

Classes

all
train
valid
test
415
381
328
Under Represented
415
381
328
Under Represented
Missing
0
Missing
0
Missing
Missing
Missing
0
Missing
0
Missing
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.

The purple box indicates the median width by median height image (646x486).

418
646px
486px

Aspect Ratio Distribution

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

wide
418

Annotation Heatmap

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

all
obstacle (415)
R_lane (381)
L_lane (328)
car_traffic (2)

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