Dataset Analytics

Generated on April 29, 2024 at 4:30 pm.

Number of Images

2,614

Number of Annotations

3,557

Average Image Size

0.70 mp

Median Image Ratio

1024x709
wide

Class Balance

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

Classes

all
train
valid
test
850
845
729
695
438
Under Represented
694
672
606
563
373
Under Represented
122
128
88
94
48
Under Represented
34
45
35
38
17
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 (1024x709).

2,614
1024px
709px

Aspect Ratio Distribution

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

tall
373
square
128
wide
2,064
very wide
42
> 1.5:1
extremely wide
7
> 2.5:1

Annotation Heatmap

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

all
rifle (845)
handgun (695)
shotgun (729)
knife (850)
dagger (438)

Histogram of Object Count by Image

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

all
rifle
handgun
shotgun
knife
dagger
    2160 imgs
    1080
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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