Dataset Analytics

Generated on January 01, 2024 at 12:15 pm.

Number of Images

587

0 missing annotations

0 null examples

Number of Annotations

1,725

2.9 per image (average)

Across 2 classes

Average Image Size

0.47 mp

from to 0.05 mp

to 30.38 mp

Median Image Ratio

768x640

wide

Class Balance

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

Classes

all

train

valid

test

1,142

583

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

Under Represented

801

375

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

Under Represented

226

137

115

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 (768x640).

medium

160

large

320

jumbo

107

> 1024x1024

768px

640px

Aspect Ratio Distribution

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

tall

square

wide

403

very wide

> 1.5:1

extremely wide

> 2.5:1

Annotation Heatmap

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

0 (1,142)

1 (583)

all

Histogram of Object Count by Image

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

all

231 imgs

115.5

1
2-3
4-5
6-7
8-9
10-11
12-13
14-15
16-17
18-19

Count of all objects

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