Dataset Analytics

Generated on July 21, 2024 at 2:39 pm.

Number of Images

613
0 missing annotations
0 null examples

Number of Annotations

2,048
3.3 per image (average)
Across 1 classes

Average Image Size

0.25 mp
from to 0.15 mp
to 0.37 mp

Median Image Ratio

612x408
wide

Class Balance

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

Classes

all
train
valid
test
pathholes
2,048
pathholes
1453
pathholes
397
pathholes
198

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 (612x408).

medium
499
large
114
612px
408px

Aspect Ratio Distribution

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

tall
151
square
9
wide
452
very wide
1
> 1.5:1

Annotation Heatmap

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

all
pathholes (2,048)

Histogram of Object Count by Image

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

all
pathholes
    263 imgs
    131.5
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
Count of all objects

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