Dataset Analytics

Generated on October 26, 2023 at 7:34 pm.

Number of Images

4,000

Number of Annotations

8,740

Average Image Size

0.67 mp

Median Image Ratio

1000x667
wide

Class Balance

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

Classes

all
train
valid
test
3,595
2,543
898
Under Represented
Under Represented
Under Represented
319
Under Represented
2512
1784
671
Under Represented
Under Represented
Under Represented
213
Under Represented
700
502
149
Under Represented
Under Represented
Under Represented
Under Represented
383
257
78
Under Represented
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 (1000x667).

4,000
1000px
667px

Aspect Ratio Distribution

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

tall
294
square
29
wide
3,676
very wide
1
> 1.5:1

Annotation Heatmap

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

all
scratch (3,595)
dent (2,543)
lamp broken (704)
crack (898)
glass shatter (681)
tire flat (319)

Histogram of Object Count by Image

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

all
scratch
dent
lamp broken
crack
glass shatter
tire flat
    1816 imgs
    908
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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