Dataset Analytics

Generated on February 01, 2024 at 12:15 pm.

Number of Images

280

Number of Annotations

3,765

Average Image Size

12.00 mp

Median Image Ratio

3000x3000
square

Class Balance

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

Classes

all
train
valid
test
3,741
24
Under Represented
2951
24
Under Represented
372
0
Missing
418
0
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 (3000x3000).

15
265
> 1024x1024
3000px
3000px

Aspect Ratio Distribution

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

tall
159
square
4
wide
116
very wide
1
> 1.5:1

Annotation Heatmap

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

all
line (3,741)
object (24)

Histogram of Object Count by Image

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

all
line
object
    138 imgs
    69
  • 1
  • 2-11
  • 12-21
  • 22-31
  • 32-41
  • 42-51
  • 52-61
  • 62-71
  • 72-81
  • 82-91
  • 92-101
Count of all objects

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