Dataset Analytics
Generated on August 02, 2024 at 7:40 am.
Number of Images
30
Number of Annotations
917
Average Image Size
8.29 mp
Median Image Ratio
3840x2160
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
495
399
23
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
343
277
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
104
82
8
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, 3840x2160.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
30
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Car (495)
Bike (399)
Truck (23)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Car
Bike
Truck
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
13 imgs
6.5