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bone-fracture-detection-fixed/3 (latest)
Dataset Analytics
Generated on September 30, 2024 at 1:35 am.
Number of Images
1,728
Number of Annotations
1,000
Average Image Size
0.21 mp
Median Image Ratio
420x512
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
180
176
175
156
155
180
176
175
156
155
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
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
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
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
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
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
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 (420x512).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,176
square
120
wide
419
very wide
12
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
forearm fracture (175)
shoulder fracture (158)
fingers positive (180)
humerus fracture (156)
wrist positive (176)
elbow positive (155)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
forearm fracture
shoulder fracture
fingers positive
humerus fracture
wrist positive
elbow positive
-
0
-
1
-
2
-
3
-
4
868 imgs
434