Dataset Analytics

Generated on March 05, 2024 at 3:10 pm.

Number of Images

109

Number of Annotations

178

Average Image Size

0.65 mp

Median Image Ratio

807x807
square

Class Balance

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

Classes

all
train
valid
test
178
114
37
27

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 (807x807).

4
88
17
> 1024x1024
807px
807px

Aspect Ratio Distribution

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

tall
16
square
80
wide
12
very wide
1
> 1.5:1

Annotation Heatmap

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

all
head (178)

Histogram of Object Count by Image

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

all
head
    72 imgs
    36
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects