Dataset Analytics

Generated on December 19, 2022 at 9:20 am.

Number of Images

987

0 missing annotations

1 null examples

Number of Annotations

2,287

2.3 per image (average)

Across 4 classes

Average Image Size

0.41 mp

from to 0.41 mp

to 0.41 mp

Median Image Ratio

640x640

square

Class Balance

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

Classes

ripe

1,280

no_ripe

437

flower

313

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

Under Represented

Flower

257

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.

All images are the same size, 640x640.

Aspect Ratio Distribution

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

square

987

Annotation Heatmap

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

all

no_ripe (437)

ripe (1,280)

Flower (257)

Histogram of Object Count by Image

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

all