Dataset Analytics
Generated on August 19, 2022 at 8:51 pm.
Number of Images
2,592
Number of Annotations
15,177
Average Image Size
0.36 mp
Median Image Ratio
800x450
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
12,180
1,336
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
906
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
541
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
214
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.
The purple box indicates the median width by median height image (800x450).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
2,592
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (12,180)
motorcycle (1,336)
truck (906)
bus (214)
motocycle (541)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
motorcycle
truck
bus
motocycle
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
-
38-41
1228 imgs
614