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duck-detection-mn1jm/3 (latest)
Dataset Analytics
Generated on August 31, 2024 at 1:36 pm.
Number of Images
4,938
Number of Annotations
8,386
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
all
train
valid
test
3,022
2,601
2,429
334
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Under Represented
2024
1813
1933
198
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Under Represented
492
575
359
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
506
213
137
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
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,076
square
2,824
wide
1,036
very wide
2
> 1.5:1
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.