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vehicles-detection-ishbc/3 (latest)
Dataset Analytics
Generated on June 25, 2023 at 6:03 pm.
Number of Images
616
Number of Annotations
1,027
Average Image Size
0.17 mp
Median Image Ratio
416x416
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
477
245
179
112
7
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Under Represented
4
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Under Represented
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Under Represented
353
160
130
81
3
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Under Represented
3
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
85
60
34
22
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
1
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
39
25
15
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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
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, 416x416.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
616
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
truck (245)
motorcycle (112)
car (477)
bus (179)
vehicles (7)
train (4)
motorbike (3)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
truck
motorcycle
car
bus
vehicles
train
motorbike
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
351 imgs
175.5