Dataset Analytics

Generated on November 23, 2022 at 10:35 pm.

Number of Images

213

0 missing annotations

0 null examples

Number of Annotations

1,650

7.7 per image (average)

Across 7 classes

Average Image Size

1.27 mp

from to 0.36 mp

to 3.30 mp

Median Image Ratio

745x1708

tall

Class Balance

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

Classes

other

472

items

213

shop details

213

total

212

bill details

209

document type

187

item count

144

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 (745x1708).

large

jumbo

151

> 1024x1024

745px

1708px

Aspect Ratio Distribution

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

tall

213

Annotation Heatmap

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

all

shop details (213)

bill details (209)

document type (187)

items (213)

item count (144)

total (212)

other (472)

Histogram of Object Count by Image

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

all