Dataset Analytics

Generated on June 05, 2023 at 8:45 pm.

Number of Images

904

0 missing annotations

7 null examples

Number of Annotations

1,184

1.3 per image (average)

Across 4 classes

Average Image Size

0.17 mp

from to 0.14 mp

to 2.30 mp

Median Image Ratio

416x416

square

Class Balance

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

Classes

Guns

869

Rifle

310

Gun

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

Under Represented

Rifles

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 (416x416).

medium

605

large

jumbo

298

> 1024x1024

416px

Aspect Ratio Distribution

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

square

602

wide

301

very wide

> 1.5:1

Annotation Heatmap

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

all

Guns (869)

Rifle (310)

Gun (4)

Rifles (1)

Histogram of Object Count by Image

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

all