Dataset Analytics
Generated on July 23, 2023 at 2:23 pm.
Number of Images
132
Number of Annotations
167
Average Image Size
0.08 mp
Median Image Ratio
240x320
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Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
38
35
29
21
18
16
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
21
23
16
14
11
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
6
4
4
4
2
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
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
6
8
2
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
3
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
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.
All images are the same size, 240x320.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
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132
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Scissor (38)
Knife (35)
Comb (18)
Gun (29)
Lock (21)
Mobile (16)
Spoon (4)
Fork (4)
Spectacle (2)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Scissor
Knife
Comb
Gun
Lock
Mobile
Spoon
Fork
Spectacle
-
1
-
2
97 imgs
48.5