Dataset Analytics
Generated on August 19, 2022 at 5:04 pm.
Number of Images
2,603
Number of Annotations
8,046
Average Image Size
0.48 mp
Median Image Ratio
800x600
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
2,606
1,916
1,307
1,238
320
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
238
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
167
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
91
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
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 (800x600).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
2,603
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
vehicle (1,307)
traffic_light (2,606)
traffic_sign (93)
passenger_car (1,916)
walker (1,238)
motorcycle (320)
bicycle (238)
motobike (91)
bike (167)
truck (70)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
vehicle
traffic_light
traffic_sign
passenger_car
walker
motorcycle
bicycle
motobike
bike
truck
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
952 imgs
476