Dataset Analytics

Generated on June 20, 2024 at 1:14 pm.

Number of Annotations

6,300

Average Image Size

1.09 mp

Median Image Ratio

1280x853
wide

Class Balance

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

Classes

all
train
valid
test
2,104
986
932
794
520
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
1728
817
779
708
423
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
376
169
153
86
97
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
0
Missing
0
Missing
0
Missing
Missing
Missing
Missing
Missing
Missing

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 (1280x853).

2
256
1,248
> 1024x1024
1280px
853px

Aspect Ratio Distribution

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

tall
135
square
23
wide
1,336
very wide
9
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

all
kayak (520)
sailboat (2,104)
cruise ship (263)
gondola (986)
boat (794)
ferry boat (240)
buoy (932)
freight boat (115)
paper boat (52)
inflatable boat (294)

Histogram of Object Count by Image

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

all
kayak
sailboat
cruise ship
gondola
boat
ferry boat
buoy
freight boat
paper boat
inflatable boat
    794 imgs
    397
  • 0
  • 1
  • 2-9
  • 10-17
  • 18-25
  • 26-33
  • 34-41
  • 42-49
  • 50-57
  • 58-65
  • 66-73
  • 74-81
Count of all objects

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