Dataset Analytics

Generated on May 10, 2022 at 7:54 pm.

Number of Images

1,857

0 missing annotations

33 null examples

Number of Annotations

3,764

2.0 per image (average)

Across 5 classes

Average Image Size

0.36 mp

from to 0.03 mp

to 38.13 mp

Median Image Ratio

600x600

square

Class Balance

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

Classes

spray

1,492

tube

911

pet

829

lighter

295

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

Under Represented

hongsam

237

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 (600x600).

small

medium

756

large

926

jumbo

159

> 1024x1024

600px

Aspect Ratio Distribution

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

tall

232

square

1,265

wide

352

very wide

> 1.5:1

Annotation Heatmap

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

all

spray (1,492)

tube (911)

pet (829)

lighter (295)

hongsam (237)

Histogram of Object Count by Image

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

all