Dataset Analytics

Generated on March 16, 2023 at 3:31 am.

Number of Images

406

0 missing annotations

0 null examples

Number of Annotations

406

1.0 per image (average)

Across 4 classes

Average Image Size

24.00 mp

from to 3.51 mp

to 24.00 mp

Median Image Ratio

4000x4000

square

Class Balance

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

Classes

stripe_rust

208

Healthy

septoria

rust-leaf

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 (4000x4000).

jumbo

406

> 1024x1024

4000px

Aspect Ratio Distribution

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

tall

256

square

wide

143

Annotation Heatmap

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

all

septoria (97)

Healthy (99)

stripe_rust (208)

rust-leaf (2)

Histogram of Object Count by Image

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

all