Dataset Analytics

Generated on August 19, 2022 at 6:16 pm.

Number of Images

8,851

Number of Annotations

64,807

Average Image Size

0.26 mp

Median Image Ratio

512x512
square

Class Balance

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

Classes

car
42,914
7,054
Under Represented
2,467
Under Represented
1,589
Under Represented
1,256
Under Represented
Under Represented
Under Represented
Under Represented
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, 512x512.

Aspect Ratio Distribution

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

square
8,851

Annotation Heatmap

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

all
car (42,914)
pedestrian (7,054)
truck (2,467)
trafficLight-Red (4,439)
trafficLight (1,589)
biker (1,256)
trafficLight-RedLeft (1,159)
trafficLight-GreenLeft (203)
trafficLight-Green (3,573)
trafficLight-Yellow (149)
trafficLight-YellowLeft (4)

Histogram of Object Count by Image

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

all
car
pedestrian
truck
trafficLight-Red
trafficLight
biker
trafficLight-RedLeft
trafficLight-GreenLeft
trafficLight-Green
trafficLight-Yellow
trafficLight-YellowLeft
    2915 imgs
    1457.5
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
Count of all objects

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