Dataset Analytics

Generated on August 19, 2022 at 4:02 pm.

Number of Images

3,545

Number of Annotations

4,367

Average Image Size

0.17 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

1,484
1,473
1,410

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 (416x416).

1
< 100x100
203
2,406
794
141
> 1024x1024
416px
416px

Aspect Ratio Distribution

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

tall
480
square
1,592
wide
1,447
very wide
23
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

all
melee (1,484)
long_gun (1,410)
handgun (1,473)

Histogram of Object Count by Image

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

all
melee
long_gun
handgun
    3178 imgs
    1589
  • 0
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
  • 38-41
Count of all objects

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