Dataset Analytics

Generated on August 22, 2024 at 7:34 am.

Number of Images

353

Number of Annotations

2,248

Average Image Size

20.16 mp

Median Image Ratio

5184x3888
wide

Class Balance

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

Classes

all
train
valid
test
2,248
1521
502
225

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 (5184x3888).

353
> 1024x1024
5184px
3888px

Aspect Ratio Distribution

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

tall
13
wide
340

Annotation Heatmap

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

all
Node (2,248)

Histogram of Object Count by Image

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

all
Node
    119 imgs
    59.5
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

Similar Projects

See More