Dataset Analytics

Generated on June 29, 2024 at 6:48 am.

Number of Annotations

7,285

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
3,135
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2180
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
635
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
320
Under Represented
Under Represented
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.

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

931
274
> 1024x1024
1280px
720px

Aspect Ratio Distribution

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

wide
1,205

Annotation Heatmap

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

all
Plane (3,135)
Intersection-sign (1,018)
Ground-vehicle (2,420)
Location-sign (417)
Holding-sign (117)
IberiaAirlines (38)
VoloteaAirlines (78)
EasyJet-Airline (28)
EuroWings (13)
Transavia-Airlines (21)

Histogram of Object Count by Image

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

all
Plane
Intersection-sign
Ground-vehicle
Location-sign
Holding-sign
IberiaAirlines
VoloteaAirlines
EasyJet-Airline
EuroWings
Transavia-Airlines
    385 imgs
    192.5
  • 0
  • 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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