Dataset Analytics
Generated on February 06, 2024 at 6:18 am.
Average Image Size
0.67 mp
Median Image Ratio
1000x667
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
307
236
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
69
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
32
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
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
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
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
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
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
307
236
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
69
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
32
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 (1000x667).
374
1000px
667px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
26
square
4
wide
344
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
dent (236)
scratch (307)
lamp broken (69)
crack (70)
glass shatter (71)
tire flat (32)