Dataset Analytics

Generated on April 20, 2023 at 2:50 pm.

Number of Images

3,614
0 missing annotations
0 null examples

Number of Annotations

7,874
2.2 per image (average)
Across 5 classes

Average Image Size

0.24 mp
from to 0.01 mp

Median Image Ratio

512x465
wide

Class Balance

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

Classes

with_mask
3,204
0
1,937
mask_weared_incorrect
1,127
Under Represented
without_mask
1,009
Under Represented
1
597
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 (512x465).

tiny
1
< 100x100
small
52
medium
1,790
large
1,647
jumbo
124
> 1024x1024
512px
465px

Aspect Ratio Distribution

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

tall
1,071
square
1,479
wide
1,063
very wide
1
> 1.5:1

Annotation Heatmap

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

0 (1,937)
1 (597)
all
with_mask (3,204)
without_mask (1,009)
mask_weared_incorrect (1,127)

Histogram of Object Count by Image

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

0
1
all
with_mask
without_mask
mask_weared_incorrect
    2846 imgs
    1423
  • 1
  • 2-13
  • 14-25
  • 26-37
  • 38-49
  • 50-61
  • 62-73
  • 74-85
  • 86-97
  • 98-109
  • 110-121
Count of all objects

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