Dataset Analytics

Generated on April 17, 2024 at 11:42 am.

Number of Images

1,259

Number of Annotations

2,737

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
1,785
952
Under Represented
1610
901
Under Represented
Missing
0
Missing
175
51
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 (640x640).

3
244
792
220
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
106
square
751
wide
390
very wide
12
> 1.5:1

Annotation Heatmap

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

all
scratch (1,785)
dent (952)

Histogram of Object Count by Image

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

all
scratch
dent
    761 imgs
    380.5
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
  • 83-91
Count of all objects

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