Dataset Analytics

Generated on June 28, 2024 at 8:15 am.

Number of Annotations

19,074

Average Image Size

3.69 mp

Median Image Ratio

2560x1440
wide

Class Balance

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

Classes

all
train
valid
test
Car
15,858
Bus
672
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Car
15245
Bus
638
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Car
613
Bus
34
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Car
0
Missing
Missing
Bus
0
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
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 (2560x1440).

4
2,176
> 1024x1024
2560px
1440px

Aspect Ratio Distribution

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

wide
2,180

Annotation Heatmap

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

all
2 Axle Truck - S (2,231)
Car (15,858)
Motorcycle (173)
Bus (672)
3 Axle Truck (52)
2 Axle Truck - L (41)
5 Axle 1 Unit Truck (40)
6 Axle 2 Unit Semi Trailer (2)
5 Axle 2 Unit Full Trailer (1)
4 Axle 2 Unit Full Trailer (1)
5 Axle 2 Unit Semi Trailer (1)
6 Axle 2 Unit Full Trailer (1)
4 Axle 1 Unit Truck (1)

Histogram of Object Count by Image

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

all
2 Axle Truck - S
Car
Motorcycle
Bus
3 Axle Truck
2 Axle Truck - L
5 Axle 1 Unit Truck
6 Axle 2 Unit Semi Trailer
5 Axle 2 Unit Full Trailer
4 Axle 2 Unit Full Trailer
5 Axle 2 Unit Semi Trailer
6 Axle 2 Unit Full Trailer
4 Axle 1 Unit Truck
    694 imgs
    347
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
  • 29-31
Count of all objects

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