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kingo-car-vwnxg/1 (latest)
Dataset Analytics
Generated on July 18, 2024 at 1:55 pm.
Average Image Size
0.31 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
167
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Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
116
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
34
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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, 640x480.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
170
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
lane2 (167)
traffic_light (47)
road-objects (1)
