Dataset Analytics

Generated on May 14, 2024 at 3:30 pm.

Number of Images

2,986

Number of Annotations

48,609

Average Image Size

0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
48,608
1
Under Represented
38349
1
Under Represented
5496
0
Missing
4763
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 (640x480).

2,986
640px
480px

Aspect Ratio Distribution

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

wide
2,986

Annotation Heatmap

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

all
person (1)

Histogram of Object Count by Image

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

all
person
    500 imgs
    250
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

Similar Projects

See More