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chemistry_solution_detection

Object Detection

Dataset Analytics

Generated on July 19, 2024 at 3:54 pm.

Number of Images

593

0 missing annotations

165 null examples

Number of Annotations

1,102

1.9 per image (average)

Across 1 classes

Average Image Size

0.25 mp

from to 0.03 mp

to 19.96 mp

Median Image Ratio

500x460

wide

Class Balance

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

Classes

all

train

valid

test

solution

1,102

solution

1102

solution

This class is missing from the split. Add more images with this class to balance the dataset.

Missing

solution

This class is missing from the split. Add more images with this class to balance the dataset.

Missing

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 (500x460).

small

medium

298

large

170

jumbo

119

> 1024x1024

500px

460px

Aspect Ratio Distribution

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

tall

172

square

245

wide

167

very wide

> 1.5:1

Annotation Heatmap

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

all

solution (1,102)

Histogram of Object Count by Image

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

all

solution

251 imgs

125.5

0
1
2-3
4-5
6-7
8-9
10-11
12-13
14-15
16-17

Count of all objects

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