Dataset Analytics

Generated on November 18, 2023 at 2:29 pm.

Number of Images

339

Number of Annotations

3,865

Average Image Size

0.62 mp

Median Image Ratio

786x783
square

Class Balance

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

Classes

all
train
valid
test
2,515
1,026
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing

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 (786x783).

130
190
19
> 1024x1024
786px
783px

Aspect Ratio Distribution

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

tall
6
square
322
wide
11

Annotation Heatmap

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

all
broken-area (1,026)
cleaned-area (2,515)
to-be-cleaned (324)

Histogram of Object Count by Image

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

all
broken-area
cleaned-area
to-be-cleaned
    222 imgs
    111
  • 0
  • 1
  • 2-16
  • 17-31
  • 32-46
  • 47-61
  • 62-76
  • 77-91
  • 92-106
  • 107-121
  • 122-136
  • 137-151
Count of all objects

Similar Projects

See More