Dataset Analytics
Generated on November 23, 2022 at 11:24 pm.
Number of Images
1,502
Number of Annotations
14,364
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
4,523
3,984
1,348
1,275
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,221
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
971
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
537
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
505
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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, 1920x1080.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
1,502
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
cng (1,348)
rickshaw (971)
other-vehicle (505)
car (4,523)
person (3,984)
bicycle (537)
bus (1,221)
motorcycle (1,275)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
cng
rickshaw
other-vehicle
car
person
bicycle
bus
motorcycle
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
562 imgs
281