Dataset Analytics
Generated on September 05, 2024 at 7:50 pm.
Number of Images
424
Number of Annotations
1,632
Average Image Size
0.48 mp
Median Image Ratio
768x600
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
613
212
178
151
139
116
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
99
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
93
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
613
126
178
139
111
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
92
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
94
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
71
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
12
28
24
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
4
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
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
10
2
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 (768x600).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
81
square
14
wide
329
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.