Dataset Analytics

Generated on August 02, 2023 at 11:29 pm.

Number of Images

9,963

Number of Annotations

25,232

Average Image Size

0.70 mp

Median Image Ratio

1024x685
wide

Class Balance

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

Classes

all
train
valid
test
15,221
5,058
2,565
Under Represented
1,847
Under Represented
541
Under Represented
10788
3512
1809
Under Represented
1287
Under Represented
397
Under Represented
3075
1015
462
Under Represented
394
Under Represented
94
Under Represented
1358
294
Under Represented
166
Under Represented
50
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 (1024x685).

9,956
7
> 1024x1024
1024px
685px

Aspect Ratio Distribution

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

tall
1,049
square
319
wide
8,507
very wide
78
> 1.5:1
extremely wide
10
> 2.5:1

Annotation Heatmap

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

all
Watercraft (5,058)
Boat (15,221)
Surfboard (2,565)
Jet-ski (541)
Gondola (1,847)

Histogram of Object Count by Image

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

all
Watercraft
Boat
Surfboard
Jet-ski
Gondola
    5995 imgs
    2997.5
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
  • 83-91
Count of all objects

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