Dataset Analytics

Generated on May 21, 2024 at 7:52 am.

Number of Annotations

4,168

Average Image Size

2.09 mp

Median Image Ratio

1920x1088
wide

Class Balance

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

Classes

all
train
valid
test
644
Under Represented
Under Represented
Under Represented
451
Under Represented
Under Represented
134
Under Represented
Under Represented
Under Represented
59
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 (1920x1088).

1
194
371
778
> 1024x1024
1920px
1088px

Aspect Ratio Distribution

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

tall
10
square
320
wide
1,012
very wide
2
> 1.5:1

Annotation Heatmap

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

all
Student (644)
Looking upfront (1,058)
Eating/Drinking (187)
Using-Phone (369)
Looking down (374)
Drowsy/Sleeping (641)
Focused/Thinking (342)
Using-Laptop/Writing (409)
Raising Hand (144)

Histogram of Object Count by Image

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

all
Student
Looking upfront
Eating/Drinking
Using-Phone
Looking down
Drowsy/Sleeping
Focused/Thinking
Using-Laptop/Writing
Raising Hand
    516 imgs
    258
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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