Dataset Analytics

Generated on January 08, 2024 at 9:39 pm.

Number of Annotations

9,728

Average Image Size

0.38 mp

Median Image Ratio

675x578
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
Gun
4,474
2,590
1,310
1,101
Under Represented
214
Under Represented
39
Under Represented
Gun
3394
1936
1000
867
Under Represented
160
Under Represented
31
Under Represented
Gun
739
439
208
155
Under Represented
Under Represented
5
Under Represented
Gun
341
215
102
79
Under Represented
Under Represented
3
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 (675x578).

3
536
3,265
152
> 1024x1024
675px
578px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
680
square
517
wide
2,745
very wide
14
> 1.5:1

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
Knife (2,590)
Gun (4,474)
Wrench (1,310)
Pliers (1,101)
Scissors (214)
Hammer (39)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
Knife
Gun
Wrench
Pliers
Scissors
Hammer
    1260 imgs
    630
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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