Dataset Analytics

Generated on April 01, 2024 at 10:52 am.

Number of Images

1,198

Number of Annotations

2,039

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
858
393
224
Under Represented
Under Represented
Under Represented
624
270
172
Under Represented
Under Represented
Under Represented
138
78
35
Under Represented
Under Represented
Under Represented
96
45
17
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).

1
119
995
83
> 1024x1024
1000px
667px

Aspect Ratio Distribution

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

tall
148
square
13
wide
1,035
very wide
2
> 1.5:1

Annotation Heatmap

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

all
dent (393)
scratch (858)
lamp-broken (371)
crack (224)
glass-shatter (111)
tire-flat (82)

Histogram of Object Count by Image

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

all
dent
scratch
lamp-broken
crack
glass-shatter
tire-flat
    680 imgs
    340
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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