Dataset Analytics
Generated on September 24, 2024 at 7:04 pm.
Number of Images
1,055
Number of Annotations
3,145
Average Image Size
5.62 mp
Median Image Ratio
2940x1912
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,301
421
382
372
238
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Under Represented
223
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Under Represented
208
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Under Represented
1013
346
312
316
165
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Under Represented
194
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
152
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
26
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
136
43
44
35
25
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
18
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 (2940x1912).
1,055
> 1024x1024
2940px
1912px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
1,055
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
drinking (208)
eat (421)
lay (372)
propping (382)
stand (1,301)
ride (238)
stand near fence (223)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
drinking
eat
lay
propping
stand
ride
stand near fence
-
0
-
1
-
2
-
3
-
4
1037 imgs
518.5