Dataset Analytics
Generated on August 10, 2023 at 1:30 am.
Average Image Size
1.08 mp
Median Image Ratio
1200x900
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
12,375
7,649
3,998
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9757
6014
3198
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1281
814
400
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1337
821
400
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 (1200x900).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
929
square
48
wide
3,019
very wide
1
> 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
machine (7,649)
background (3,998)
worker (12,375)
