Dataset Analytics
Generated on September 13, 2024 at 6:58 am.
Number of Images
106
Number of Annotations
99
Average Image Size
3.69 mp
Median Image Ratio
2560x1440
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
44
38
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
26
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
8
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, 2560x1440.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
106
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
gun (44)
helmet (38)
nonhelmet (17)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
gun
helmet
nonhelmet
-
0
-
1
-
2
-
3
55 imgs
27.5