Dataset Analytics

Generated on September 25, 2022 at 9:09 pm.

Number of Images

0 missing annotations

1 null examples

Number of Annotations

157

2.5 per image (average)

Across 3 classes

Average Image Size

0.13 mp

from to 0.05 mp

to 0.79 mp

Median Image Ratio

362x358

square

Class Balance

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

Classes

scratch

rotted

browning

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 (362x358).

small

medium

large

362px

358px

Aspect Ratio Distribution

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

tall

square

wide

Annotation Heatmap

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

all

scratch (75)

rotted (73)

browning (9)

Histogram of Object Count by Image

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

all