Dataset Analytics

Generated on November 01, 2024 at 9:58 am.

Number of Images

1,460

Number of Annotations

2,188

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
1,330
858
911
614
295
166
Under Represented
124
78

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 (1920x1080).

219
374
867
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

tall
162
square
183
wide
1,111
very wide
4
> 1.5:1

Annotation Heatmap

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

all
unsafe (858)
safe (1,330)

Histogram of Object Count by Image

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

all
unsafe
safe
    1114 imgs
    557
  • 0
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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