Dataset Analytics

Generated on August 19, 2022 at 7:03 pm.

Number of Images

150

0 missing annotations

4 null examples

Number of Annotations

260

1.7 per image (average)

Across 3 classes

Average Image Size

0.29 mp

from to 0.03 mp

to 8.12 mp

Median Image Ratio

650x500

wide

Class Balance

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

Classes

banana

apple

orange

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 (650x500).

small

medium

large

jumbo

> 1024x1024

650px

500px

Aspect Ratio Distribution

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

tall

square

wide

101

very wide

> 1.5:1

Annotation Heatmap

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

all

orange (80)

banana (96)

apple (84)

Histogram of Object Count by Image

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

all