Dataset Analytics

Generated on April 20, 2024 at 8:28 am.

Number of Images

5,774

Number of Annotations

7,470

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
4,138
3,332
3017
2363
722
647
399
322

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 (640x640).

51
2,192
2,533
998
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
1,627
square
2,245
wide
1,885
very wide
17
> 1.5:1

Annotation Heatmap

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

all
cigarette (3,332)
vape (4,138)

Histogram of Object Count by Image

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

all
cigarette
vape
    5183 imgs
    2591.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects