Dataset Analytics

Generated on January 18, 2023 at 12:04 am.

Number of Images

1,207

0 missing annotations

0 null examples

Number of Annotations

1,248

1.0 per image (average)

Across 3 classes

Average Image Size

0.27 mp

from to 0.27 mp

to 10.04 mp

Median Image Ratio

600x450

wide

Class Balance

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

Classes

benign

631

melanoma

516

101

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 (600x450).

large

1,046

jumbo

161

> 1024x1024

600px

450px

Aspect Ratio Distribution

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

tall

square

wide

1,199

Annotation Heatmap

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

all

]\ (101)

melanoma (516)

benign (631)

Histogram of Object Count by Image

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

all