Dataset Analytics

Generated on September 07, 2024 at 4:41 am.

Number of Images

13,743

13743 single-class

0 multi-class

Average Image Size

0.00 mp

from to 0.00 mp

to 1.07 mp

Median Image Ratio

65x54

wide

Class Balance

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

Classes

all

train

valid

test

8

5,953

0

1,655

6

1,204

5

1,116

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

Under Represented

2

998

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

Under Represented

3

929

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

Under Represented

1

805

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

Under Represented

4

591

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

Under Represented

7

492

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

Under Represented

8

4167

0

1159

6

843

5

781

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

Under Represented

2

698

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

Under Represented

3

651

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

Under Represented

1

563

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

Under Represented

4

414

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

Under Represented

7

344

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

Under Represented

8

1191

0

330

6

241

5

223

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

Under Represented

2

199

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

Under Represented

3

185

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

Under Represented

1

162

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

Under Represented

4

118

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

Under Represented

7

99

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

Under Represented

8

595

0

166

6

120

5

112

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

Under Represented

2

101

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

Under Represented

3

93

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

Under Represented

1

80

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

Under Represented

4

59

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

Under Represented

7

49

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 (65x54).

tiny

9,673

< 100x100

small

3,624

medium

388

large

45

jumbo

13

> 1024x1024

65px

54px

Aspect Ratio Distribution

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

tall

2,603

square

3,100

wide

7,681

very wide

279

> 1.5:1

extremely wide

80

> 2.5:1

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