Dataset Analytics

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

Number of Images

1,051

Number of Annotations

2,161

Average Image Size

0.10 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
1,685
Under Represented
1221
Under Represented
312
Under Represented
152
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).

4
977
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

Similar Projects

See More