Dataset Analytics
Generated on December 15, 2024 at 6:37 pm.
Number of Images
108
Number of Annotations
1,718
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
1,008
454
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
921
403
100
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
92
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
49
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
87
51
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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
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
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.
All images are the same size, 1920x1080.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
108
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.