Dataset Analytics
Generated on April 01, 2024 at 10:52 am.
Number of Images
1,198
Number of Annotations
2,039
Average Image Size
0.67 mp
Median Image Ratio
1000x667
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
858
393
371
224
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Under Represented
111
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Under Represented
82
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Under Represented
624
270
254
172
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
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
138
78
84
35
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
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
45
33
17
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
10
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 (1000x667).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
148
square
13
wide
1,035
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
dent (393)
scratch (858)
lamp-broken (371)
crack (224)
glass-shatter (111)
tire-flat (82)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
dent
scratch
lamp-broken
crack
glass-shatter
tire-flat
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
-
9
680 imgs
340