Dataset Analytics

Generated on November 12, 2024 at 11:31 am.

Number of Images

2,570

Number of Annotations

5,118

Average Image Size

0.04 mp

Median Image Ratio

200x200
square

Class Balance

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

Classes

all
train
valid
test
2,302
777
576
Under Represented
Under Represented
266
Under Represented
1591
548
404
Under Represented
Under Represented
173
Under Represented
434
135
Under Represented
111
Under Represented
Under Represented
Under Represented
277
61
Under Represented
Under Represented
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 (200x200).

2,570
200px
200px

Aspect Ratio Distribution

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

square
2,570

Annotation Heatmap

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

all
Scratches (266)
Inclusion (777)
Pitted Surface (665)
Patches (576)
Crazing (2,302)
Rolled In Scale (532)

Histogram of Object Count by Image

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

all
Scratches
Inclusion
Pitted Surface
Patches
Crazing
Rolled In Scale
    1022 imgs
    511
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

Similar Projects

See More