Dataset Analytics

Generated on September 28, 2024 at 9:58 am.

Number of Images

694
0 missing annotations

Number of Annotations

1,068
1.5 per image (average)
Across 5 classes

Average Image Size

0.66 mp
from to 0.04 mp
to 2.96 mp

Median Image Ratio

987x706
wide

Class Balance

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

Classes

all
train
valid
test
playing_phone
353
playing_hand
247
study_hand
246
study_person
213
others
9
Under Represented
playing_phone
346
playing_hand
241
study_hand
239
study_person
209
others
9
Under Represented
playing_phone
4
playing_hand
3
study_hand
3
study_person
2
others
0
Missing
playing_phone
3
playing_hand
3
study_hand
4
study_person
2
others
0
Missing

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 (987x706).

small
1
medium
56
large
369
jumbo
268
> 1024x1024
987px
706px

Aspect Ratio Distribution

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

tall
319
square
35
wide
340

Annotation Heatmap

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

all
study_person (213)
study_hand (246)
playing_hand (247)
playing_phone (353)
others (9)

Histogram of Object Count by Image

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

all
study_person
study_hand
playing_hand
playing_phone
others
    371 imgs
    185.5
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

Similar Projects

See More