Dataset Analytics

Generated on April 25, 2024 at 9:02 am.

Number of Images

1,905

Number of Annotations

23,569

Average Image Size

0.13 mp

Median Image Ratio

1024x128
extremely wide

Class Balance

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

Classes

all
train
valid
test
car
10,901
8,506
1,886
Under Represented
1,033
Under Represented
588
Under Represented
bus
532
Under Represented
123
Under Represented
car
7581
6054
1319
Under Represented
706
Under Represented
398
Under Represented
bus
356
Under Represented
83
Under Represented
car
3320
2452
567
Under Represented
327
Under Represented
190
Under Represented
bus
176
Under Represented
40
Under Represented
car
0
Missing
0
Missing
0
Missing
Missing
Missing
bus
0
Missing
0
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.

All images are the same size, 1024x128.

Aspect Ratio Distribution

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

extremely wide
1,905
> 2.5:1

Annotation Heatmap

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

all
car (10,901)
person (8,506)
rider (1,886)
bus (532)
bicycle (1,033)
scooter (588)
truck (123)

Histogram of Object Count by Image

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

all
car
person
rider
bus
bicycle
scooter
truck
    700 imgs
    350
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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