Dataset Analytics

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

Number of Annotations

10,523

Average Image Size

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
3,320
2,901
1,786
1,758
545
Under Represented
213
Under Represented
2646
2352
1423
1341
441
Under Represented
174
Under Represented
490
442
274
265
85
Under Represented
28
Under Represented
184
107
89
152
19
Under Represented
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).

1,602
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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