Dataset Analytics

Generated on October 24, 2023 at 2:44 pm.

Number of Annotations

6,157

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
car
4,222
Under Represented
339
Under Represented
228
Under Represented
bus
70
Under Represented
car
4222
Under Represented
339
Under Represented
228
Under Represented
bus
70
Under Represented
car
0
Missing
Missing
Missing
0
Missing
0
Missing
bus
0
Missing
car
0
Missing
Missing
Missing
0
Missing
0
Missing
bus
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, 640x640.

Aspect Ratio Distribution

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

square
1,000

Annotation Heatmap

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

all
car (4,222)
traffic light (809)
truck (228)
person (339)
traffic sign (489)
bus (70)

Histogram of Object Count by Image

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

all
car
traffic light
truck
person
traffic sign
bus
    334 imgs
    167
  • 0
  • 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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