Dataset Analytics

Generated on August 19, 2022 at 3:43 pm.

Number of Images

1,660
0 missing annotations
0 null examples

Number of Annotations

11,659
7.0 per image (average)
Across 14 classes

Average Image Size

0.35 mp
from to 0.35 mp
to 0.35 mp

Median Image Ratio

720x480
wide

Class Balance

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

Classes

PassengerFace
2,369
DriverFace
1,656
DriverHand
1,589
Cellphone
1,128
Cigarette
1,058
PassengerHand
761
DriverHandWphone
657
DriverHandWcigarette
600
Under Represented
DriverSmoking
525
Under Represented
DriverPhoneCall
460
Under Represented
PassengerHandWphone
366
Under Represented
PassengerPhoneCall
211
Under Represented
PassengerHandWcigarette
187
Under Represented
PassengerSmoking
92
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, 720x480.

Aspect Ratio Distribution

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

wide
1,660

Annotation Heatmap

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

all
DriverFace (1,656)
Cellphone (1,128)
DriverHandWphone (657)
DriverHand (1,589)
Cigarette (1,058)
DriverHandWcigarette (600)
DriverPhoneCall (460)
DriverSmoking (525)
PassengerFace (2,369)
PassengerPhoneCall (211)
PassengerHand (761)
PassengerHandWphone (366)
PassengerSmoking (92)
PassengerHandWcigarette (187)

Histogram of Object Count by Image

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

all
DriverFace
Cellphone
DriverHandWphone
DriverHand
Cigarette
DriverHandWcigarette
DriverPhoneCall
DriverSmoking
PassengerFace
PassengerPhoneCall
PassengerHand
PassengerHandWphone
PassengerSmoking
PassengerHandWcigarette
    721 imgs
    360.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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