Dataset Analytics
Generated on July 13, 2023 at 2:13 am.
Number of Images
7,722
Number of Annotations
26,581
Average Image Size
0.16 mp
Median Image Ratio
460x318
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
17,700
8,880
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13589
6817
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4111
2063
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
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 (460x318).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,346
square
189
wide
6,159
very wide
25
> 1.5:1
extremely wide
3
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (17,700)
1 (8,880)
all
object (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
all
object
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
-
47-51
3589 imgs
1794.5
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