Dataset Analytics

Generated on August 22, 2024 at 5:58 am.

Number of Images

486

Number of Annotations

14,385

Average Image Size

0.54 mp

Median Image Ratio

505x1166
tall

Class Balance

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

Classes

all
train
valid
test
14,385
10849
2140
1396

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 (505x1166).

139
219
128
> 1024x1024
505px
1166px

Aspect Ratio Distribution

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

tall
385
square
8
wide
84
very wide
7
> 1.5:1
extremely wide
2
> 2.5:1

Annotation Heatmap

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

all
indent (14,385)

Histogram of Object Count by Image

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

all
indent
    153 imgs
    76.5
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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