Dataset Analytics
Generated on August 19, 2022 at 6:17 pm.
Number of Images
1,706
Number of Annotations
2,741
Average Image Size
0.16 mp
Median Image Ratio
400x400
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
977
931
501
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
332
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 (400x400).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
562
square
71
wide
1,066
very wide
6
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (931)
all
licence (332)
Without Helmet (501)
With Helmet (977)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
all
licence
Without Helmet
With Helmet
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
1042 imgs
521