Dataset Analytics
Generated on August 13, 2024 at 3:10 am.
Number of Images
540
Number of Annotations
1,273
Average Image Size
1.00 mp
Median Image Ratio
1321x756
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
469
436
299
55
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Under Represented
14
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Under Represented
375
352
223
42
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
66
52
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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.
All images are the same size, 1321x756.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
540
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
cookie (469)
hole (55)
ring (436)
hurdle (299)
heart (14)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
cookie
hole
ring
hurdle
heart
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
213 imgs
106.5