Dataset Analytics

Generated on March 04, 2023 at 6:20 pm.

Number of Images

3,459

0 missing annotations

0 null examples

Number of Annotations

4,314

1.2 per image (average)

Across 3 classes

Average Image Size

0.31 mp

from to 0.00 mp

to 38.65 mp

Median Image Ratio

640x451

wide

Class Balance

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

Classes

4,312

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

Under Represented

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 (640x451).

tiny

< 100x100

small

108

medium

1,411

large

1,482

jumbo

449

> 1024x1024

640px

451px

Aspect Ratio Distribution

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

tall

square

wide

3,367

very wide

> 1.5:1

Annotation Heatmap

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

0 (4,312)

1 (1)

2 (1)

all

Histogram of Object Count by Image

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

all

3060 imgs

1530

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

Count of all objects

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