Dataset Analytics

Generated on March 21, 2024 at 7:32 am.

Number of Images

5,512

Number of Annotations

10,523
1.9 per image (average)
Across 6 classes

Average Image Size

0.41 mp
from to 0.17 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
boat
3,320
swimmer
2,901
ship
1,786
buoy
1,758
trash
545
Under Represented
sinker
213
Under Represented
boat
2646
swimmer
2352
ship
1423
buoy
1341
trash
441
Under Represented
sinker
174
Under Represented
boat
490
swimmer
442
ship
274
buoy
265
trash
85
Under Represented
sinker
28
Under Represented
boat
184
swimmer
107
ship
89
buoy
152
trash
19
Under Represented
sinker
11
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 (640x640).

medium
1,602
large
3,910
640px
640px

Aspect Ratio Distribution

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

square
5,512

Annotation Heatmap

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

all
trash (545)
ship (1,786)
boat (3,320)
buoy (1,758)
swimmer (2,901)
sinker (213)

Histogram of Object Count by Image

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

all
trash
ship
boat
buoy
swimmer
sinker
    2808 imgs
    1404
  • 0
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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