Dataset Analytics
Generated on July 09, 2024 at 7:06 pm.
Number of Images
72
Number of Annotations
116
Average Image Size
0.10 mp
Median Image Ratio
352x272
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
36
31
28
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
36
31
28
20
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
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
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, 352x272.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
72
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Cars (28)
Motorcycle (31)
Auto-rickshaw (1)
Accident (36)
Truck (20)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Cars
Motorcycle
Auto-rickshaw
Accident
Truck
-
1
-
2
-
3
35 imgs
17.5