Dataset Analytics
Generated on January 25, 2024 at 9:17 am.
Number of Images
2,235
Number of Annotations
2,630
Average Image Size
0.19 mp
Median Image Ratio
500x375
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,317
688
625
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
302
132
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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 (500x375).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
90
square
81
wide
2,028
very wide
27
> 1.5:1
extremely wide
8
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Ambulance (1,317)
Fire-Truck (688)
Police-car (625)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Ambulance
Fire-Truck
Police-car
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
1956 imgs
978