Dataset Analytics

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

Number of Images

9,963
0 missing annotations
0 null examples

Number of Annotations

25,232
2.5 per image (average)
Across 5 classes

Average Image Size

0.70 mp
from to 0.27 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
Boat
15,221
Watercraft
5,058
Surfboard
2,565
Under Represented
Gondola
1,847
Under Represented
Jet-ski
541
Under Represented
Boat
10788
Watercraft
3512
Surfboard
1809
Under Represented
Gondola
1287
Under Represented
Jet-ski
397
Under Represented
Boat
3075
Watercraft
1015
Surfboard
462
Under Represented
Gondola
394
Under Represented
Jet-ski
94
Under Represented
Boat
1358
Watercraft
531
Surfboard
294
Under Represented
Gondola
166
Under Represented
Jet-ski
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).

large
9,956
jumbo
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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