Dataset Analytics
Generated on August 19, 2022 at 6:16 pm.
Number of Images
8,851
Number of Annotations
64,807
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
42,914
7,054
4,439
3,573
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,467
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,589
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,256
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,159
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
8,851
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (42,914)
pedestrian (7,054)
truck (2,467)
trafficLight-Red (4,439)
trafficLight (1,589)
biker (1,256)
trafficLight-RedLeft (1,159)
trafficLight-GreenLeft (203)
trafficLight-Green (3,573)
trafficLight-Yellow (149)
trafficLight-YellowLeft (4)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
pedestrian
truck
trafficLight-Red
trafficLight
biker
trafficLight-RedLeft
trafficLight-GreenLeft
trafficLight-Green
trafficLight-Yellow
trafficLight-YellowLeft
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
2915 imgs
1457.5