Dataset Analytics
Generated on October 03, 2023 at 6:20 pm.
Number of Images
117
Number of Annotations
182
Average Image Size
0.92 mp
Median Image Ratio
1280x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
65
63
51
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
44
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
12
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
7
4
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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, 1280x720.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
117
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
fighting (51)
graffiti (65)
person (63)
threat_position (3)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
fighting
graffiti
person
threat_position
-
1
-
2
65 imgs
32.5