Dataset Analytics

Generated on November 06, 2023 at 10:45 pm.

Number of Images

94

Number of Annotations

347

Average Image Size

3.15 mp

Median Image Ratio

2048x1536
wide

Class Balance

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

Classes

all
train
valid
test
Car
208
Under Represented
24
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Car
131
20
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Car
64
Under Represented
3
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Car
13
Under Represented
1
Under Represented
Missing
Under Represented
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.

All images are the same size, 2048x1536.

Aspect Ratio Distribution

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

wide
94

Annotation Heatmap

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

all
Car (208)
Limit Line (28)
TrafficLightRedBall (18)
Stop sign (9)
Person (24)
Green Light (51)
LeftTurnOnly (7)
Traffic Light (1)
Type III Barricade (1)

Histogram of Object Count by Image

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

all
Car
Limit Line
TrafficLightRedBall
Stop sign
Person
Green Light
LeftTurnOnly
Traffic Light
Type III Barricade
    30 imgs
    15
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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