Dataset Analytics

Generated on August 19, 2022 at 8:50 pm.

Number of Images

3,559

0 missing annotations

0 null examples

Number of Annotations

3,559

1.0 per image (average)

Across 3 classes

Average Image Size

0.19 mp

from to 0.10 mp

to 0.60 mp

Median Image Ratio

439x431

square

Class Balance

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

Classes

apple

3,137

pear

326

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

Under Represented

cabbage

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 (439x431).

medium

3,145

large

414

439px

431px

Aspect Ratio Distribution

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

tall

711

square

1,267

wide

1,581

Annotation Heatmap

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

all

pear (326)

cabbage (96)

apple (3,137)

Histogram of Object Count by Image

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

all