Dataset Analytics

Generated on August 19, 2022 at 3:22 pm.

Number of Images

4,058
0 missing annotations

Number of Annotations

51,577
12.7 per image (average)
Across 12 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

car
31,641
small truck
5,842
truck(m)
3,672
big truck
3,632
truck(l)
2,278
Under Represented
truck(s)
1,363
Under Represented
truck(xl)
821
Under Represented
big bus
816
Under Represented
mid truck
703
Under Represented
bus(l)
398
Under Represented
small bus
263
Under Represented
bus(s)
148
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, 640x480.

Aspect Ratio Distribution

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

wide
4,058

Annotation Heatmap

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

all
truck(l) (2,278)
truck(m) (3,672)
truck(xl) (821)
truck(s) (1,363)
small truck (5,842)
big truck (3,632)
car (31,641)
big bus (816)
bus(l) (398)
bus(s) (148)
small bus (263)
mid truck (703)

Histogram of Object Count by Image

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

all
truck(l)
truck(m)
truck(xl)
truck(s)
small truck
big truck
car
big bus
bus(l)
bus(s)
small bus
mid truck
    1120 imgs
    560
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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