Dataset Analytics

Generated on November 22, 2023 at 1:32 pm.

Number of Images

915

Number of Annotations

4,850

Average Image Size

0.66 mp

Median Image Ratio

1000x680
wide

Class Balance

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

Classes

all
train
valid
test
3,779
1,071
Under Represented
3004
866
Under Represented
278
49
Under Represented
497
156
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 (1000x680).

1
114
580
220
> 1024x1024
1000px
680px

Aspect Ratio Distribution

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

tall
81
square
37
wide
795
very wide
2
> 1.5:1

Annotation Heatmap

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

all
mask (3,779)
no_mask (1,071)

Histogram of Object Count by Image

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

all
mask
no_mask
    652 imgs
    326
  • 1
  • 2-13
  • 14-25
  • 26-37
  • 38-49
  • 50-61
  • 62-73
  • 74-85
  • 86-97
  • 98-109
  • 110-121
Count of all objects

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