Dataset Analytics

Generated on December 16, 2024 at 2:31 am.

Number of Images

1,222

Number of Annotations

1,221

Average Image Size

8.84 mp

Median Image Ratio

4094x2160
wide

Class Balance

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

Classes

all
train
valid
test
1,221
856
243
122

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 (4094x2160).

1,222
> 1024x1024
4094px
2160px

Aspect Ratio Distribution

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

wide
1,222

Annotation Heatmap

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

all
heart (1,221)

Histogram of Object Count by Image

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

all
heart
    1221 imgs
    610.5
  • 0
  • 1
Count of all objects

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