Dataset Analytics
Generated on March 02, 2024 at 11:38 am.
Number of Images
122
Number of Annotations
154
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
107
47
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
68
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
15
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
3
square
94
wide
23
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
disease (107)
good (47)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
disease
good
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
100 imgs
50