Dataset Analytics

Generated on August 19, 2022 at 8:37 pm.

Number of Images

702

Number of Annotations

1,999

Average Image Size

0.41 mp

Median Image Ratio

1114x363
very wide

Class Balance

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

Classes

970
LOF
194
194
130
Under Represented
110
Under Represented
Under Represented
40
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 (1114x363).

24
678
1114px
363px

Aspect Ratio Distribution

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

tall
3
wide
27
very wide
381
> 1.5:1
extremely wide
291
> 2.5:1

Annotation Heatmap

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

all
weld-bead (970)
valley (194)
porosoties (297)
PIPING (40)
wormhole (110)
LOF (194)
INCLUSION (64)
BLOW-HOLE (130)

Histogram of Object Count by Image

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

all
weld-bead
valley
porosoties
PIPING
wormhole
LOF
INCLUSION
BLOW-HOLE
    340 imgs
    170
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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