Dataset Analytics
Generated on October 22, 2024 at 9:56 am.
Number of Images
4,196
Number of Annotations
33,692
Average Image Size
0.31 mp
Median Image Ratio
640x482
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
11,738
8,688
5,534
3,291
1,657
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,337
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,188
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
259
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8987
6607
4136
2511
1290
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1025
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
871
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
194
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2751
2081
1398
780
367
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
312
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
317
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
65
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
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 (640x482).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
122
square
8
wide
4,059
very wide
5
> 1.5:1
extremely wide
2
> 2.5:1
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.