Dataset Analytics

Generated on August 19, 2022 at 6:37 pm.

Number of Images

660

0 missing annotations

0 null examples

Number of Annotations

1,465

2.2 per image (average)

Across 5 classes

Average Image Size

1.60 mp

from to 0.18 mp

to 8.85 mp

Median Image Ratio

1440x1112

wide

Class Balance

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

Classes

person-seatbelt

547

seatbelt

545

person-noseatbelt

371

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

Under Represented

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 (1440x1112).

medium

large

jumbo

658

> 1024x1024

1440px

1112px

Aspect Ratio Distribution

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

square

wide

659

Annotation Heatmap

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

1 (1)

2 (1)

all

person-seatbelt (547)

seatbelt (545)

person-noseatbelt (371)

Histogram of Object Count by Image

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

all