Dataset Analytics

Generated on June 26, 2023 at 2:09 pm.

Number of Images

1,448
0 missing annotations
0 null examples

Number of Annotations

1,448
1.0 per image (average)
Across 2 classes

Average Image Size

0.31 mp
from to 0.31 mp
to 0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
awake
729
drowsy
719
awake
513
drowsy
500
awake
144
drowsy
145
awake
72
drowsy
74

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, 640x480.

Aspect Ratio Distribution

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

wide
1,448

Annotation Heatmap

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

all
awake (729)
drowsy (719)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
awake
drowsy
    1448 imgs
    724
  • 1
Count of all objects

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