Dataset Analytics

Generated on April 19, 2024 at 3:39 pm.

Number of Images

794
0 missing annotations
0 null examples

Number of Annotations

7,139
9.0 per image (average)
Across 4 classes

Average Image Size

2.07 mp
from to 0.92 mp
to 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
car
6,071
danger
432
Under Represented
safe
334
Under Represented
suspicious
302
Under Represented
car
4287
danger
308
Under Represented
safe
226
Under Represented
suspicious
191
Under Represented
car
1225
danger
87
Under Represented
safe
73
Under Represented
suspicious
79
Under Represented
car
559
danger
37
Under Represented
safe
35
Under Represented
suspicious
32
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 (1920x1080).

large
21
jumbo
773
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
794

Annotation Heatmap

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

all
car (6,071)
danger (432)
suspicious (302)
safe (334)

Histogram of Object Count by Image

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

all
car
danger
suspicious
safe
    171 imgs
    85.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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