Dataset Analytics
Generated on November 05, 2024 at 4:30 pm.
Number of Images
799
Number of Annotations
6,126
Average Image Size
0.97 mp
Median Image Ratio
1280x763
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
4,982
453
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Under Represented
440
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Under Represented
148
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Under Represented
76
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
26
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Under Represented
1
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Under Represented
3438
303
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
314
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
104
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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Under Represented
1084
107
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Under Represented
89
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
36
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
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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
460
43
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Under Represented
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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 (1280x763).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
17
square
13
wide
756
very wide
12
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
1 (440)
2 (26)
3 (4,982)
4 (76)
6 (148)
7 (1)
8 (453)
all
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
1
2
3
4
6
7
8
all
-
0
-
1
-
2-8
-
9-15
-
16-22
-
23-29
-
30-36
-
37-43
-
44-50
-
51-57
-
58-64
-
65-71
493 imgs
246.5