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detect-seatbelt-kina7/3 (latest)
Dataset Analytics
Generated on May 02, 2024 at 2:10 pm.
Number of Images
662
Number of Annotations
1,468
Average Image Size
1.60 mp
Median Image Ratio
1440x1112
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
548
546
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
379
378
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
126
125
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
43
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
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 (1440x1112).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
3
wide
659
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
1 (1)
2 (1)
all
person-noseatbelt (372)
person-seatbelt (548)
seatbelt (546)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
1
2
all
person-noseatbelt
person-seatbelt
seatbelt
-
1
-
2
-
3
-
4
-
5
-
6
-
7
273 imgs
136.5