Dataset Analytics
Generated on July 12, 2023 at 7:42 am.
Number of Images
1,547
Number of Annotations
9,638
Average Image Size
8.29 mp
Median Image Ratio
3840x2160
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
6,223
2,213
559
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
317
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
6223
2213
559
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
317
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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.
The purple box indicates the median width by median height image (3840x2160).
1,547
> 1024x1024
3840px
2160px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
47
wide
1,500
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
swimmer (6,223)
boat (2,213)
buoy (559)
life_saving_appliances (326)
jetski (317)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
swimmer
boat
buoy
life_saving_appliances
jetski
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
309 imgs
154.5