Dataset Analytics
Generated on August 19, 2022 at 6:04 pm.
Number of Images
9,985
Number of Annotations
60,285
Average Image Size
1.08 mp
Median Image Ratio
1200x900
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
39,843
4,901
4,043
2,657
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,558
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,453
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,379
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
792
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
734
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
533
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
508
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
443
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
441
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 (1200x900).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
992
square
266
wide
8,724
very wide
1
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Worker (39,843)
Excavator (4,901)
Static crane (4,043)
Hanging head (1,453)
Crane (1,379)
Other vehicle (2,657)
Truck (2,558)
Roller (443)
Pump truck (734)
Concrete mixer (792)
Pile driving (533)
Bulldozer (508)
Loader (441)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Worker
Excavator
Static crane
Hanging head
Crane
Other vehicle
Truck
Roller
Pump truck
Concrete mixer
Pile driving
Bulldozer
Loader
-
1
-
2-8
-
9-15
-
16-22
-
23-29
-
30-36
-
37-43
-
44-50
-
51-57
-
58-64
6590 imgs
3295