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charon_life-ring_utd/1 (latest)
Dataset Analytics
Generated on January 22, 2024 at 7:02 pm.
Number of Images
127
Number of Annotations
179
Average Image Size
2.17 mp
Median Image Ratio
1817x1197
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
164
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
119
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
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 (1817x1197).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
17
square
3
wide
107
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Life-ring (164)
whiteLife-ring (15)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Life-ring
whiteLife-ring
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
-
9
105 imgs
52.5