Dataset Analytics

Generated on August 19, 2022 at 7:39 pm.

Number of Images

3,728

0 missing annotations

230 null examples

Number of Annotations

8,466

2.3 per image (average)

Across 3 classes

Average Image Size

0.70 mp

from to 0.03 mp

to 3.38 mp

Median Image Ratio

1024x768

wide

Class Balance

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

Classes

with_mask

4,051

without_mask

2,890

mask_weared_incorrect

1,525

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 (1024x768).

small

medium

1,352

large

2,103

jumbo

236

> 1024x1024

1024px

768px

Aspect Ratio Distribution

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

tall

796

square

1,628

wide

1,301

very wide

> 1.5:1

Annotation Heatmap

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

all

mask_weared_incorrect (1,525)

with_mask (4,051)

without_mask (2,890)

Histogram of Object Count by Image

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

all