Dataset Analytics

Generated on September 24, 2024 at 4:21 am.

Number of Images

33
0 null examples

Number of Annotations

218
6.6 per image (average)
Across 4 classes

Average Image Size

24.00 mp
from to 24.00 mp

Median Image Ratio

4000x6000
tall

Class Balance

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

Classes

all
train
valid
test
Corrosion
96
Nick
65
Scratch
56
Dent
1
Under Represented
Corrosion
64
Nick
39
Scratch
38
Dent
0
Missing
Corrosion
27
Nick
24
Scratch
14
Dent
0
Missing
Corrosion
5
Nick
2
Under Represented
Scratch
4
Dent
1
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 (4000x6000).

jumbo
33
> 1024x1024
4000px
6000px

Aspect Ratio Distribution

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

tall
27
wide
6

Annotation Heatmap

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

all
Nick (65)
Scratch (56)
Corrosion (96)
Dent (1)

Histogram of Object Count by Image

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

all
Nick
Scratch
Corrosion
Dent
    11 imgs
    5.5
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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