Dataset Analytics
Generated on August 13, 2024 at 8:40 am.
Number of Images
1,034
Number of Annotations
2,229
Average Image Size
4.26 mp
Median Image Ratio
2688x1584
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
944
814
199
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
129
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
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
944
814
199
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
129
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
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
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
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
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 (2688x1584).
1,034
> 1024x1024
2688px
1584px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
1,034
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (944)
truck (814)
motor (96)
other (129)
minibus (199)
bus (37)
tank (10)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
truck
motor
other
minibus
bus
tank
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
518 imgs
259