Dataset Analytics

Generated on April 26, 2023 at 1:48 pm.

Number of Images

388

0 missing annotations

36 null examples

Number of Annotations

1,751

4.5 per image (average)

Across 2 classes

Average Image Size

2.07 mp

from to 0.92 mp

to 2.07 mp

Median Image Ratio

1920x1080

wide

Class Balance

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

Classes

person

1,471

dog

280

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 (1920x1080).

large

jumbo

372

> 1024x1024

1920px

1080px

Aspect Ratio Distribution

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

wide

388

Annotation Heatmap

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

all

dog (280)

person (1,471)

Histogram of Object Count by Image

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

all

dog