Dataset Analytics

Generated on August 19, 2022 at 2:41 pm.

Number of Images

717

0 missing annotations

248 null examples

Number of Annotations

22,253

31.0 per image (average)

Across 8 classes

Average Image Size

16.26 mp

from to 0.05 mp

to 21.38 mp

Median Image Ratio

4032x4032

square

Class Balance

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

Classes

Healthy

4,106

Immature

3,729

Shriveled

3,419

Broken

2,703

fm-organic

2,542

fm-inorgnic

2,410

Damage

1,694

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

Under Represented

Weeveled

1,650

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 (4032x4032).

small

medium

jumbo

669

> 1024x1024

4032px

Aspect Ratio Distribution

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

tall

square

632

wide

Annotation Heatmap

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

all

fm-organic (2,542)

Immature (3,729)

Weeveled (1,650)

Healthy (4,106)

Shriveled (3,419)

Broken (2,703)

Damage (1,694)

fm-inorgnic (2,410)

Histogram of Object Count by Image

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

all