Dataset Analytics
Generated on September 13, 2023 at 4:34 am.
Number of Images
94
Number of Annotations
122
Average Image Size
12.00 mp
Median Image Ratio
3120x3264
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
71
30
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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
7
4
1
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
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 (3120x3264).
94
> 1024x1024
3120px
3264px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
69
wide
25
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
keyboard (71)
mouse (30)
laptop (15)
monitor (6)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
keyboard
mouse
laptop
monitor
-
1
-
2
-
3
-
4
72 imgs
36