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steel-beam-instance-segmentation-dataset/1 (latest)
Dataset Analytics
Generated on October 31, 2024 at 6:50 am.
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
22,363
17,910
9,173
7,129
1,088
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Under Represented
663
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Under Represented
432
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Under Represented
15803
15563
6641
5266
811
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
492
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
242
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4189
2347
2532
1863
277
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
171
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2371
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
40
square
598
wide
160
very wide
4
> 1.5:1