Dataset Analytics

Generated on March 14, 2023 at 2:27 pm.

Number of Images

131
0 missing annotations

Number of Annotations

212
1.6 per image (average)
Across 6 classes

Average Image Size

0.17 mp
from to 0.17 mp
to 3.15 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

slanted
65
vertical crack
47
horizontal crack
34
Horizontal Crack
30
Diagonal Crack
28
Vertical Crack
8
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 (416x416).

medium
108
jumbo
23
> 1024x1024
416px
416px

Aspect Ratio Distribution

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

tall
7
square
108
wide
16

Annotation Heatmap

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

all
Vertical Crack (8)
slanted (65)
Diagonal Crack (28)
Horizontal Crack (30)

Histogram of Object Count by Image

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

all
Vertical Crack
slanted
Diagonal Crack
Horizontal Crack
    87 imgs
    43.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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