Dataset Analytics
Generated on August 19, 2022 at 7:38 pm.
Number of Images
6,979
Number of Annotations
7,081
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
1,986
1,504
1,407
1,043
742
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
399
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, 1920x1080.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
6,979
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
fishing boat (1,986)
bulk cargo carrier (1,407)
passenger ship (399)
ore carrier (1,504)
general cargo ship (1,043)
container ship (742)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
fishing boat
bulk cargo carrier
passenger ship
ore carrier
general cargo ship
container ship
-
0
-
1
-
2
-
3
-
4
-
5
4578 imgs
2289