Dataset Analytics
Generated on October 11, 2024 at 5:27 am.
Number of Images
415
Number of Annotations
597
Average Image Size
12.00 mp
Median Image Ratio
3000x4000
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
187
137
137
80
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Under Represented
56
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Under Represented
129
96
96
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
27
27
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
14
14
10
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 (3000x4000).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
385
square
30
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
ArUCO (187)
Base (137)
Tip (137)
Open-Lever (80)
Closed-Lever (56)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
ArUCO
Base
Tip
Open-Lever
Closed-Lever
-
0
-
1
-
2
231 imgs
115.5