Dataset Analytics
Generated on June 28, 2024 at 8:15 am.
Number of Images
2,180
Number of Annotations
19,074
Average Image Size
3.69 mp
Median Image Ratio
2560x1440
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
15,858
2,231
672
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
173
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15245
2123
638
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
163
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
613
108
34
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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
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
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
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
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 (2560x1440).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
2,180
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
2 Axle Truck - S (2,231)
Car (15,858)
Motorcycle (173)
Bus (672)
3 Axle Truck (52)
2 Axle Truck - L (41)
5 Axle 1 Unit Truck (40)
6 Axle 2 Unit Semi Trailer (2)
5 Axle 2 Unit Full Trailer (1)
4 Axle 2 Unit Full Trailer (1)
5 Axle 2 Unit Semi Trailer (1)
6 Axle 2 Unit Full Trailer (1)
4 Axle 1 Unit Truck (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
2 Axle Truck - S
Car
Motorcycle
Bus
3 Axle Truck
2 Axle Truck - L
5 Axle 1 Unit Truck
6 Axle 2 Unit Semi Trailer
5 Axle 2 Unit Full Trailer
4 Axle 2 Unit Full Trailer
5 Axle 2 Unit Semi Trailer
6 Axle 2 Unit Full Trailer
4 Axle 1 Unit Truck
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
-
29-31
694 imgs
347