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Dataset Analytics
Generated on July 13, 2023 at 10:41 pm.
Average Image Size
3.69 mp
Median Image Ratio
2560x1440
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
228
140
96
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Under Represented
89
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Under Represented
159
93
65
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Under Represented
62
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
29
19
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Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
23
18
12
8
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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 (2560x1440).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
6
wide
460
very wide
5
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Mild (89)
Severe (228)
Moderate (140)
Not infected (96)
