Dataset Analytics

Generated on March 27, 2024 at 2:26 pm.

Number of Images

1,972

Number of Annotations

2,355

Average Image Size

0.53 mp

Median Image Ratio

900x600
wide

Class Balance

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

Classes

all
train
valid
test
2,355
2355
0
Missing
0
Missing

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 (900x600).

2
487
1,457
26
> 1024x1024
900px
600px

Aspect Ratio Distribution

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

tall
6
square
27
wide
1,929
very wide
10
> 1.5:1

Annotation Heatmap

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

all
tank (2,355)

Histogram of Object Count by Image

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

all
tank
    1760 imgs
    880
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects