Dataset Analytics

Generated on October 04, 2024 at 3:02 am.

Number of Images

3,361

Number of Annotations

11,629

Average Image Size

0.47 mp

Median Image Ratio

800x600
wide

Class Balance

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

Classes

all
train
valid
test
3,001
2,278
2,221
pvc
1,261
947
922
919
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2264
1686
pvc
1183
797
432
Under Represented
855
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
533
592
pvc
78
Under Represented
58
Under Represented
263
64
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
204
0
Missing
Missing
pvc
0
Missing
92
227
0
Missing
Missing
Missing
Missing
Missing
Missing
Missing
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 (800x600).

23
1,100
1,127
1,111
> 1024x1024
800px
600px

Aspect Ratio Distribution

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

tall
360
square
737
wide
2,239
very wide
20
> 1.5:1
extremely wide
5
> 2.5:1

Histogram of Object Count by Image

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

    Count Of Objects

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