Dataset Analytics
Generated on October 17, 2024 at 12:23 pm.
Number of Images
100
Number of Annotations
817
Average Image Size
3.13 mp
Median Image Ratio
2514x1244
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
622
98
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
82
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Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
432
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
125
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
65
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
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 (2514x1244).
100
> 1024x1024
2514px
1244px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
100
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
solar-panel (98)
water (82)
bird-drop (622)
ground (15)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
solar-panel
water
bird-drop
ground
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
30 imgs
15