Dataset Analytics
Generated on September 14, 2024 at 2:06 pm.
Number of Images
47
Number of Annotations
1,530
Average Image Size
33.18 mp
Median Image Ratio
4320x7680
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
534
488
418
90
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
334
319
278
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
119
104
84
22
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.
All images are the same size, 4320x7680.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
47
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Lane (534)
Pavement (90)
Car (488)
LP (418)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Lane
Pavement
Car
LP
-
1
-
2-7
-
8-13
-
14-19
-
20-25
-
26-31
-
32-37
-
38-43
-
44-49
-
50-55
-
56-61
25 imgs
12.5