Dataset Analytics
Generated on March 23, 2024 at 7:53 pm.
Number of Images
4,399
Number of Annotations
5,226
Average Image Size
12.19 mp
Median Image Ratio
4032x3024
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,509
1,717
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2452
1191
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
703
337
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 (4032x3024).
4,398
> 1024x1024
4032px
3024px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
816
wide
3,582
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
bottle (1,717)
mallet (3,509)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
bottle
mallet
-
0
-
1
-
2
-
3
-
4
3722 imgs
1861