Dataset Analytics

Generated on July 22, 2024 at 9:47 am.

Number of Images

1,051
0 missing annotations
0 null examples

Number of Annotations

2,161
2.1 per image (average)
Across 2 classes

Average Image Size

0.10 mp
from to 0.04 mp
to 0.35 mp

Median Image Ratio

332x300
wide

Class Balance

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

Classes

all
train
valid
test
boat
1,685
wind turbine
476
Under Represented
boat
1221
wind turbine
337
Under Represented
boat
312
wind turbine
89
Under Represented
boat
152
wind turbine
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 (332x300).

small
4
medium
977
large
70
332px
300px

Aspect Ratio Distribution

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

tall
24
square
713
wide
314

Annotation Heatmap

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

all
boat (1,685)
wind turbine (476)

Histogram of Object Count by Image

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

all
boat
wind turbine
    888 imgs
    444
  • 1
  • 2-22
  • 23-43
  • 44-64
  • 65-85
  • 86-106
  • 107-127
  • 128-148
  • 149-169
  • 170-190
  • 191-211
Count of all objects

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