Dataset Analytics

Generated on March 11, 2023 at 7:23 am.

Number of Images

9,845
0 missing annotations
0 null examples

Number of Annotations

15,491
1.6 per image (average)
Across 14 classes

Average Image Size

0.14 mp
from to 0.00 mp
to 4.18 mp

Median Image Ratio

416x300
wide

Class Balance

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

Classes

Cigarette
3,476
Sleeping
3,293
Person
3,011
Awake
1,436
walking
1,105
standing
859
sitting
823
Under Represented
Sit Down
504
Under Represented
Wakeup
473
Under Represented
Smoke
326
Under Represented
Sitting
101
Under Represented
Standing
49
Under Represented
Walking
22
Under Represented
Vape
13
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 (416x300).

tiny
119
< 100x100
small
395
medium
5,895
large
3,063
jumbo
373
> 1024x1024
416px
300px

Aspect Ratio Distribution

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

tall
860
square
6,713
wide
2,246
very wide
23
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

all
Awake (1,436)
Cigarette (3,476)
Person (3,011)
Sit Down (504)
Sleeping (3,293)
Walking (22)
Wakeup (473)
Standing (49)
Smoke (326)
Sitting (101)
Vape (13)

Histogram of Object Count by Image

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

all
Awake
Cigarette
Person
Sit Down
Sleeping
Walking
Wakeup
Standing
Smoke
Sitting
Vape
    6306 imgs
    3153
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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