Dataset Analytics

Generated on February 27, 2024 at 2:33 pm.

Number of Images

604

Number of Annotations

599

Average Image Size

0.26 mp

Median Image Ratio

512x512
square

Class Balance

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

Classes

all
train
valid
test
Under Represented
Under Represented
Under Represented
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 (512x512).

9
580
13
2
> 1024x1024
512px
512px

Aspect Ratio Distribution

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

tall
60
square
528
wide
16

Annotation Heatmap

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

all
Brain-Tumor (580)
no brain tumor (19)

Histogram of Object Count by Image

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

all
Brain-Tumor
no brain tumor
    593 imgs
    296.5
  • 0
  • 1
  • 2
Count of all objects

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