Dataset Analytics
Generated on October 24, 2024 at 6:38 pm.
Average Image Size
0.10 mp
Median Image Ratio
424x240
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
230
132
92
90
69
69
68
57
49
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
172
99
63
80
43
64
47
38
42
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
36
20
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
14
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
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
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
22
13
12
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
4
5
4
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
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.
All images are the same size, 424x240.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
200
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
tree (230)
grass (132)
road (57)
ground (92)
car (14)
snow (68)
sky (69)
building (49)
obstacles (90)
background (69)
bike (13)
leaf (5)
unknown (7)
setaria (7)