Dataset Analytics
Generated on October 18, 2021 at 4:57 pm.
Number of Images
9,981
Number of Annotations
66,212
Average Image Size
0.26 mp
Median Image Ratio
512x512
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
43,328
7,473
4,688
3,566
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,490
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,765
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,261
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,258
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
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, 512x512.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
9,981
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (43,328)
trafficLight (1,765)
trafficLight-Green (3,566)
biker (1,258)
pedestrian (7,473)
trafficLight-RedLeft (1,261)
truck (2,490)
trafficLight-Red (4,688)
trafficLight-GreenLeft (204)
trafficLight-Yellow (170)
trafficLight-YellowLeft (9)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
trafficLight
trafficLight-Green
biker
pedestrian
trafficLight-RedLeft
truck
trafficLight-Red
trafficLight-GreenLeft
trafficLight-Yellow
trafficLight-YellowLeft
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
2815 imgs
1407.5