Dataset Analytics

Generated on August 19, 2022 at 4:30 pm.

Number of Images

602

0 missing annotations

0 null examples

Number of Annotations

2,414

4.0 per image (average)

Across 3 classes

Average Image Size

0.11 mp

from to 0.05 mp

to 0.18 mp

Median Image Ratio

512x222

wide

Class Balance

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

Classes

roda

1,812

normal_truck

416

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

Under Represented

truck_odol

186

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 (512x222).

small

medium

598

512px

222px

Aspect Ratio Distribution

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

wide

387

very wide

167

> 1.5:1

extremely wide

> 2.5:1

Annotation Heatmap

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

all

roda (1,812)

normal_truck (416)

truck_odol (186)

Histogram of Object Count by Image

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

all