Dataset Analytics
Generated on December 03, 2023 at 9:19 am.
Number of Images
15
Number of Annotations
335
Average Image Size
0.36 mp
Median Image Ratio
600x600
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
161
94
66
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
112
44
48
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
33
17
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
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, 600x600.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
15
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Airplane (161)
Building (94)
Airstrip (14)
Aircraft (66)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Airplane
Building
Airstrip
Aircraft
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
-
38-41
4 imgs
2