Dataset Analytics

Generated on August 19, 2022 at 8:45 pm.

Number of Images

297
0 missing annotations
0 null examples

Number of Annotations

1,674
5.6 per image (average)
Across 9 classes

Average Image Size

0.17 mp
from to 0.17 mp
to 0.17 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

eyebrow
560
face
297
eye
295
c_eye
237
mouth
192
cellphone
49
Under Represented
yawn
19
Under Represented
cup
14
Under Represented
cigarette
11
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, 416x416.

Aspect Ratio Distribution

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

square
297

Annotation Heatmap

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

all
eyebrow (560)
eye (295)
face (297)
cellphone (49)
mouth (192)
c_eye (237)
cup (14)
yawn (19)
cigarette (11)

Histogram of Object Count by Image

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

all
eyebrow
eye
face
cellphone
mouth
c_eye
cup
yawn
cigarette
    163 imgs
    81.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
Count of all objects

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