Dataset Analytics

Generated on August 19, 2022 at 9:44 pm.

Number of Images

1,687

Number of Annotations

2,336

Average Image Size

0.01 mp

Median Image Ratio

100x100
square

Class Balance

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

Classes

559
470
404
359
303
241
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 (100x100).

1,081
198
297
111
> 1024x1024
100px
100px

Aspect Ratio Distribution

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

tall
110
square
1,136
wide
411
very wide
23
> 1.5:1
extremely wide
7
> 2.5:1

Annotation Heatmap

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

all
stairs (404)
palm (559)
boat (470)
crosswalk (241)
chimney (359)
bridge (303)

Histogram of Object Count by Image

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

all
stairs
palm
boat
crosswalk
chimney
bridge
    1298 imgs
    649
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

Similar Projects

See More