Dataset Analytics
Generated on August 19, 2022 at 6:20 pm.
Number of Images
1,121
Number of Annotations
1,990
Average Image Size
0.65 mp
Median Image Ratio
1017x640
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
804
495
157
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
148
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
145
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
126
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
99
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
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 (1017x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
81
square
23
wide
835
very wide
156
> 1.5:1
extremely wide
26
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
windshield (495)
Car (804)
Motorcycle (145)
Bus (148)
Truck (157)
Ambulance (126)
passenger (99)
seat belt (16)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
windshield
Car
Motorcycle
Bus
Truck
Ambulance
passenger
seat belt
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
410 imgs
205