Dataset Analytics
Generated on September 10, 2024 at 3:08 pm.
Number of Images
374
Number of Annotations
3,381
Average Image Size
0.17 mp
Median Image Ratio
416x416
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
788
784
616
583
555
30
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Under Represented
25
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
555
563
417
424
384
24
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
156
143
134
110
109
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
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 (416x416).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
374
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.