Dataset Analytics

Generated on May 30, 2023 at 9:31 pm.

Number of Images

4,919

Number of Annotations

6,004

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

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).

148
4,595
170
6
> 1024x1024
512px
512px

Aspect Ratio Distribution

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

tall
603
square
4,095
wide
221

Annotation Heatmap

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

all
brain (2,368)
Meningioma_Tumor (1,314)
Glioma_Tumor (1,181)
Pituitary_Tumor (1,141)

Histogram of Object Count by Image

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

all
brain
Meningioma_Tumor
Glioma_Tumor
Pituitary_Tumor
    3878 imgs
    1939
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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