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vehicle-detection-bz0yu/4 (latest)
Dataset Analytics
Generated on August 04, 2024 at 6:19 am.
Number of Images
203
Number of Annotations
941
Average Image Size
1.64 mp
Median Image Ratio
1280x1280
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
722
105
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Under Represented
74
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Under Represented
39
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Under Represented
1
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Under Represented
480
66
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Under Represented
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
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
141
31
14
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Under Represented
6
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
101
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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
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 (1280x1280).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
202
wide
1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (722)
pickup-truck (105)
motorcycle (74)
bus (39)
vehicles (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
pickup-truck
motorcycle
bus
vehicles
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
91 imgs
45.5