Dataset Analytics
Generated on July 05, 2023 at 10:51 am.
Number of Images
1,038
Number of Annotations
9,362
Average Image Size
7.16 mp
Median Image Ratio
2448x3088
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
5,759
1,531
1,070
601
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
320
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Under Represented
42
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
39
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3417
959
650
347
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Under Represented
198
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1182
263
252
121
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1160
309
168
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
133
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
65
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
4
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 (2448x3088).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
821
square
40
wide
175
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
cable (5,759)
lightening (320)
pole (1,531)
harrow (601)
insulator (1,070)
transformer (42)
iacm (39)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
cable
lightening
pole
harrow
insulator
transformer
iacm
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
462 imgs
231