Dataset Analytics
Generated on December 11, 2023 at 1:38 am.
Number of Images
30
Number of Annotations
170
Average Image Size
0.25 mp
Median Image Ratio
552x456
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
144
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
93
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
36
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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 (552x456).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
2
square
3
wide
25
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Autobus (21)
Auto (144)
peaton (5)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Autobus
Auto
peaton
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
10 imgs
5