Dataset Analytics
Generated on July 13, 2024 at 5:17 pm.
Average Image Size
3.05 mp
Median Image Ratio
2016x1512
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,350
562
457
325
141
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Under Represented
118
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Under Represented
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
79
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Under Represented
48
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Under Represented
1312
81
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Under Represented
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
294
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
79
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
33
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
51
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
47
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
22
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Under Represented
39
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
37
39
41
39
32
27
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Under Represented
459
387
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Under Represented
67
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Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
19
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Under Represented
3
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Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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.
All images are the same size, 2016x1512.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
130
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Larve (118)
Unbekannt (1,350)
leer (93)
arbeiter_brut (325)
nektar (93)
drohnen_brut (48)
Honig (562)
Polen (141)
Eggs (457)
Hönig (79)