Dataset Analytics
Generated on October 30, 2024 at 5:00 pm.
Number of Images
224
Number of Annotations
855
Average Image Size
0.41 mp
Median Image Ratio
619x748
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
281
265
177
132
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
200
189
118
95
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
60
54
28
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
22
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 (619x748).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
120
square
20
wide
84
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
number plate (265)
rider (281)
with helmet (132)
without helmet (177)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
number plate
rider
with helmet
without helmet
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
159 imgs
79.5