Dataset Analytics

Generated on July 15, 2024 at 8:20 pm.

Number of Images

1,245

Number of Annotations

4,222

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
2,502
Under Represented
Under Represented
Under Represented
15
Under Represented
Under Represented
1804
Under Represented
Under Represented
Under Represented
11
Under Represented
Under Represented
461
Under Represented
Under Represented
3
Under Represented
Missing
237
Under Represented
Under Represented
1
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 (1920x1080).

617
628
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
1,245

Annotation Heatmap

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

all
plane (2,502)
sign-location (402)
person (15)
ground-vehicle (708)
tail-number (425)
sign-intersection (162)
sign-holding (8)

Histogram of Object Count by Image

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

all
plane
sign-location
person
ground-vehicle
tail-number
sign-intersection
sign-holding
    561 imgs
    280.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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