Dataset Analytics

Generated on May 25, 2023 at 2:21 pm.

Number of Images

360

0 missing annotations

2 null examples

Number of Annotations

358

1.0 per image (average)

Across 6 classes

Average Image Size

9.62 mp

from to 9.62 mp

to 9.62 mp

Median Image Ratio

2080x4624

tall

Class Balance

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

Classes

Foward

Stop

Left

Back

Right

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 (2080x4624).

jumbo

360

> 1024x1024

2080px

4624px

Aspect Ratio Distribution

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

tall

359

wide

Annotation Heatmap

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

all

Back (66)

Stop (72)

Left (69)

Right (65)

person (11)

Foward (75)

Histogram of Object Count by Image

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

all