Dataset Analytics

Generated on July 10, 2024 at 7:33 pm.

Number of Images

143
0 missing annotations

Number of Annotations

393
2.7 per image (average)
Across 1 classes

Average Image Size

0.41 mp
from to 0.16 mp
to 2.07 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
person
393
person
236
person
126
person
31

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).

medium
1
large
141
jumbo
1
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

square
130
wide
12
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
person (393)

Histogram of Object Count by Image

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

all
person
    139 imgs
    69.5
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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