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Dataset Analytics
Generated on June 03, 2023 at 3:33 pm.
Number of Images
2,097
Number of Annotations
3,291
Average Image Size
0.23 mp
Median Image Ratio
640x360
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
964
644
537
443
136
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
135
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
102
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 (640x360).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
826
wide
1,271
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
straight (644)
no_U_turn (105)
stop (443)
left (964)
U_turn (120)
speed_limit (105)
danger (136)
right (537)
crossing (135)
no_parking (102)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
straight
no_U_turn
stop
left
U_turn
speed_limit
danger
right
crossing
no_parking
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1
-
2
-
3
-
4
1161 imgs
580.5