Dataset Analytics
Generated on August 27, 2024 at 1:56 am.
Number of Images
635
Number of Annotations
10,886
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
9,900
326
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
325
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Under Represented
266
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Under Represented
69
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7668
242
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
220
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
184
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
62
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1599
57
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
58
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
633
27
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
33
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
24
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.
The purple box indicates the median width by median height image (1920x1080).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
220
wide
415
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
bus (326)
cars (9,900)
truck (266)
motorcycle (325)
van (69)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
bus
cars
truck
motorcycle
van
-
0
-
1
-
2-7
-
8-13
-
14-19
-
20-25
-
26-31
-
32-37
-
38-43
-
44-49
-
50-55
240 imgs
120