Dataset Analytics

Generated on August 24, 2023 at 8:51 am.

Number of Annotations

2,675

Average Image Size

0.07 mp

Median Image Ratio

256x256
square

Class Balance

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

Classes

all
train
valid
test
1,448
1,146
81
Under Represented
1206
902
58
Under Represented
Missing
0
Missing
Missing
242
244
23
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 (256x256).

5
553
3
256px
256px

Aspect Ratio Distribution

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

tall
2
square
528
wide
29
very wide
2
> 1.5:1

Annotation Heatmap

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

all
spatter (81)
crack (1,146)
porosity (1,448)

Histogram of Object Count by Image

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

all
spatter
crack
porosity
    370 imgs
    185
  • 0
  • 1
  • 2-19
  • 20-37
  • 38-55
  • 56-73
  • 74-91
  • 92-109
  • 110-127
  • 128-145
  • 146-163
  • 164-181
Count of all objects