Dataset Analytics

Generated on May 16, 2024 at 5:00 am.

Number of Images

1,094

Number of Annotations

2,254

Average Image Size

0.52 mp

Median Image Ratio

960x640
wide

Class Balance

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

Classes

all
train
valid
test
884
701
669
612
495
476
168
143
126
104
63
67

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 (960x640).

1
90
605
398
> 1024x1024
960px
640px

Aspect Ratio Distribution

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

tall
217
square
240
wide
637

Annotation Heatmap

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

all
study (884)
sleep (701)
phone (669)

Histogram of Object Count by Image

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

all
study
sleep
phone
    598 imgs
    299
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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