Dataset Analytics

Generated on August 19, 2022 at 4:01 pm.

Number of Images

587

0 missing annotations

0 null examples

Number of Annotations

2,104

3.6 per image (average)

Across 8 classes

Average Image Size

0.92 mp

from to 0.92 mp

to 2.07 mp

Median Image Ratio

1280x720

wide

Class Balance

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

Classes

chair

493

lie

453

bed

347

sit

321

stand

238

sofa

236

unknown

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

Under Represented

infarct

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 (1280x720).

large

586

jumbo

> 1024x1024

1280px

720px

Aspect Ratio Distribution

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

wide

587

Annotation Heatmap

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

all

sit (321)

stand (238)

lie (453)

sofa (236)

chair (493)

unknown (15)

bed (347)

infarct (1)

Histogram of Object Count by Image

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

all

sit