Dataset Analytics
Generated on July 02, 2024 at 3:55 am.
Average Image Size
3.69 mp
Median Image Ratio
2560x1440
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,269
2,053
937
937
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
355
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
203
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
73
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
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
2269
1995
877
937
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
298
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
203
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
73
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
14
15
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
13
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
44
45
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
44
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
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 (2560x1440).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
55
square
253
wide
776
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
excavator (2,269)
human (2,053)
no-safety-vest (937)
no-helmet (441)
lorry (203)
safety-vest (355)
helmet (937)
trailer (92)
cement-mixer (73)
truck (72)
crane (11)
pick-up (2)
