Dataset Analytics
Generated on October 09, 2024 at 3:40 pm.
Average Image Size
24.00 mp
Median Image Ratio
4000x6000
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,401
450
236
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
118
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
118
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
1259
403
212
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
106
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
106
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
142
47
24
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
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
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
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 (4000x6000).
118
> 1024x1024
4000px
6000px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
115
wide
3
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Peak (118)
Cage (116)
Cross Arm (236)
Tower Body (118)
Insulator (1,401)
Base Pattern (450)
