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
Under Represented
2,558
Under Represented
1,453
Under Represented
1,379
Under Represented
Under Represented
Under Represented
Under Represented
508
Under Represented
443
Under Represented
441
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).

9
83
3,913
5,980
> 1024x1024
1200px
900px

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
    6590 imgs
    3295
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
Count of all objects

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