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asayar_sign-sl2rm/1 (latest)
Dataset Analytics
Generated on February 03, 2024 at 3:02 pm.
Number of Images
1,765
Number of Annotations
2,456
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,899
475
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Under Represented
82
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Under Represented
1337
319
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Under Represented
57
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Under Represented
322
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
240
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
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 (1920x1080).
1,765
> 1024x1024
1920px
1080px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
1,765
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Guide_Sign (1,899)
Regulatory_Sign (475)
Warning_Sign (82)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Guide_Sign
Regulatory_Sign
Warning_Sign
-
1
-
2
-
3
-
4
-
5
-
6
1230 imgs
615