Dataset Analytics
Generated on September 03, 2023 at 11:44 am.
Number of Images
1,075
Number of Annotations
6,123
Average Image Size
8.99 mp
Median Image Ratio
2385x3575
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,630
1,021
902
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
302
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2422
904
842
397
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
270
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
208
116
60
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
31
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
1
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
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 (2385x3575).
1,075
> 1024x1024
2385px
3575px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
729
square
52
wide
293
very wide
1
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
crown (1,021)
knot (902)
root (302)
bundle_branch (441)
frut (2,630)
monopodial_branch (827)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
crown
knot
root
bundle_branch
frut
monopodial_branch
-
0
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
-
47-51
529 imgs
264.5