Dataset Analytics
Generated on June 28, 2024 at 11:14 am.
Number of Images
160
Number of Annotations
357
Average Image Size
0.96 mp
Median Image Ratio
1198x999
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
138
137
82
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
113
110
67
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
21
12
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 (1198x999).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
46
square
11
wide
102
very wide
1
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
patient (138)
doctor (137)
nurse (82)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
patient
doctor
nurse
-
1
-
2
-
3
-
4
-
5
-
6
-
7
63 imgs
31.5