Dataset Analytics

Generated on January 09, 2023 at 8:03 am.

Number of Images

1,500
0 missing annotations
0 null examples

Number of Annotations

1,520
1.0 per image (average)
Across 9 classes

Average Image Size

0.31 mp
from to 0.00 mp
to 0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

Single-face-looking-elsewhere
592
Single-face-looking-at-screen
556
Single-face-not-clear
101
Under Represented
Partial-face
79
Under Represented
No-face
70
Under Represented
Blank-screen
41
Under Represented
Full-blurred
40
Under Represented
Multiple-people-face-visible
27
Under Represented
Multiple-people-no-face-visible
14
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 (640x480).

tiny
2
< 100x100
medium
10
large
1,488
640px
480px

Aspect Ratio Distribution

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

tall
2
square
2
wide
1,496

Annotation Heatmap

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

all
Single-face-looking-elsewhere (592)
Partial-face (79)
Single-face-looking-at-screen (556)
No-face (70)
Blank-screen (41)
Full-blurred (40)
Single-face-not-clear (101)
Multiple-people-face-visible (27)
Multiple-people-no-face-visible (14)

Histogram of Object Count by Image

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

all
Single-face-looking-elsewhere
Partial-face
Single-face-looking-at-screen
No-face
Blank-screen
Full-blurred
Single-face-not-clear
Multiple-people-face-visible
Multiple-people-no-face-visible
    1481 imgs
    740.5
  • 1
  • 2
  • 3
Count of all objects

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