Dataset Analytics
Generated on December 20, 2024 at 10:51 am.
Average Image Size
7.99 mp
Median Image Ratio
3024x3024
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
224
135
119
76
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
168
101
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
22
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
12
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 (3024x3024).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
454
square
8
wide
50
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
pcd-underground (119)
clamp (224)
pcd-aerial (76)
other (135)
