Dataset Analytics
Generated on August 19, 2022 at 3:26 pm.
Number of Images
353
Number of Annotations
1,207
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
373
360
124
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
51
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
38
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, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
353
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Surveillance (45)
Helicopter (40)
Cargo (53)
Fighting (38)
CruiseMissle (124)
RevolveUnmaned (82)
BigUnmaned (41)
Bomber (51)
Ship (373)
Panzer (360)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Surveillance
Helicopter
Cargo
Fighting
CruiseMissle
RevolveUnmaned
BigUnmaned
Bomber
Ship
Panzer
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
164 imgs
82