Dataset Analytics
Generated on September 30, 2023 at 10:58 am.
Number of Images
103
Number of Annotations
118
Average Image Size
1.23 mp
Median Image Ratio
1280x960
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
54
53
6
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Under Represented
5
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Under Represented
37
37
4
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Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
10
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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, 1280x960.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
103
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
CT (53)
CT_head (54)
T (6)
T_head (5)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
CT
CT_head
T
T_head
-
0
-
1
-
2
-
3
-
4
59 imgs
29.5