Dataset Analytics
Generated on May 03, 2024 at 1:33 pm.
Number of Images
250
Number of Annotations
1,945
Average Image Size
50.33 mp
Median Image Ratio
6144x6144
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
410
219
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
259
136
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
121
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (6144x6144).
250
> 1024x1024
6144px
6144px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
163
wide
87
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
child-mint-leaves (463)
mid-mint-leaves (219)
mature-mint-leaves (591)
weeds (410)
mature-honeysuckle (261)
mid-honeysuckle (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
child-mint-leaves
mid-mint-leaves
mature-mint-leaves
weeds
mature-honeysuckle
mid-honeysuckle
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
119 imgs
59.5