Dataset Analytics
Generated on September 26, 2022 at 5:26 pm.
Number of Images
9,237
Number of Annotations
58,560
Average Image Size
0.17 mp
Median Image Ratio
416x416
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
14,950
13,780
12,007
4,512
3,746
3,124
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,690
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,494
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,092
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
953
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
181
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
7
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
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, 416x416.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
9,237
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Person (12,007)
Motorcycle (13,780)
Car (14,950)
Taxi (3,746)
Bcar (4,512)
Bbus (181)
Truck (3,124)
Bus (1,494)
Van (953)
Bicycle (2,690)
Btruck (1,092)
Bmotorcycle (21)
Segway (7)
Skateboard (3)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Person
Motorcycle
Car
Taxi
Bcar
Bbus
Truck
Bus
Van
Bicycle
Btruck
Bmotorcycle
Segway
Skateboard
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
-
47-51
4517 imgs
2258.5