Dataset Analytics

Generated on November 23, 2022 at 11:00 pm.

Number of Images

100

0 missing annotations

0 null examples

Number of Annotations

386

3.9 per image (average)

Across 3 classes

Average Image Size

0.17 mp

from to 0.05 mp

to 0.61 mp

Median Image Ratio

500x333

wide

Class Balance

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

Classes

helmet

287

head

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

person

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

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 (500x333).

small

medium

large

500px

333px

Aspect Ratio Distribution

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

tall

wide

Annotation Heatmap

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

all

helmet (287)

head (90)

person (9)

Histogram of Object Count by Image

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

all