Dataset Analytics

Generated on August 19, 2022 at 9:39 pm.

Number of Images

1,000

0 missing annotations

0 null examples

Number of Annotations

12,410

12.4 per image (average)

Across 2 classes

Average Image Size

0.59 mp

from to 0.14 mp

to 1.77 mp

Median Image Ratio

787x770

square

Class Balance

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

Classes

window

11,121

door

1,289

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 (787x770).

medium

large

837

jumbo

> 1024x1024

787px

770px

Aspect Ratio Distribution

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

tall

376

square

103

wide

518

very wide

> 1.5:1

Annotation Heatmap

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

all

window (11,121)

door (1,289)

Histogram of Object Count by Image

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

all