Dataset Analytics
Generated on July 02, 2024 at 1:29 pm.
Average Image Size
7.16 mp
Median Image Ratio
2182x3292
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
21,424
12,567
2,419
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,405
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21424
12567
2419
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2405
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
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
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
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.
The purple box indicates the median width by median height image (2182x3292).
226
> 1024x1024
2182px
3292px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
226
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
text-box (21,424)
image (2,405)
paragraph (12,567)
news (2,419)
table (149)