Dataset Analytics

Generated on August 09, 2023 at 5:21 am.

Number of Images

1,403

Number of Annotations

16,297

Average Image Size

0.92 mp

Median Image Ratio

1280x720
wide

Class Balance

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

Classes

all
train
valid
test
Car
9,004
5,271
1,513
Under Represented
Bus
509
Under Represented
Car
6349
3661
1058
Under Represented
Bus
340
Under Represented
Car
1758
1045
312
Under Represented
Bus
117
Under Represented
Car
897
143
Under Represented
Bus
52
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.

The purple box indicates the median width by median height image (1280x720).

1,228
175
> 1024x1024
1280px
720px

Aspect Ratio Distribution

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

wide
1,403

Annotation Heatmap

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

all
Car (9,004)
Truck (1,513)
Bus (509)
Motorcycle (5,271)

Histogram of Object Count by Image

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

all
Car
Truck
Bus
Motorcycle
    277 imgs
    138.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
  • 29-31
Count of all objects

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