Dataset Analytics

Generated on September 26, 2022 at 5:26 pm.

Number of Images

9,237

Number of Annotations

58,560

Average Image Size

0.17 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

Car
14,950
13,780
12,007
4,512
3,746
3,124
Under Represented
2,690
Under Represented
Bus
1,494
Under Represented
1,092
Under Represented
Van
953
Under Represented
181
Under Represented
Under Represented
7
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, 416x416.

Aspect Ratio Distribution

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

square
9,237

Annotation Heatmap

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

all
Person (12,007)
Motorcycle (13,780)
Car (14,950)
Taxi (3,746)
Bcar (4,512)
Bbus (181)
Truck (3,124)
Bus (1,494)
Van (953)
Bicycle (2,690)
Btruck (1,092)
Bmotorcycle (21)
Segway (7)
Skateboard (3)

Histogram of Object Count by Image

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

all
Person
Motorcycle
Car
Taxi
Bcar
Bbus
Truck
Bus
Van
Bicycle
Btruck
Bmotorcycle
Segway
Skateboard
    4517 imgs
    2258.5
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
  • 47-51
Count of all objects

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