Dataset Analytics
Generated on August 08, 2024 at 7:46 am.
Number of Images
12
Number of Annotations
102
Average Image Size
27.13 mp
Median Image Ratio
5568x4872
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
61
27
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
61
27
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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 (5568x4872).
12
> 1024x1024
5568px
4872px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
12
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
leave (12)
branch (27)
grape (61)
grape-branch-leave (2)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
leave
branch
grape
grape-branch-leave
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
3 imgs
1.5