Dataset Analytics

Generated on May 26, 2024 at 8:02 am.

Number of Images

91

Number of Annotations

115

Average Image Size

0.07 mp

Median Image Ratio

256x256
square

Class Balance

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

Classes

all
train
valid
test
41
31
32
21
Under Represented
4
Under Represented
7
Missing
5
3

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.

All images are the same size, 256x256.

Aspect Ratio Distribution

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

square
91

Annotation Heatmap

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

all
guitar (41)
clarinet (43)
piano (31)

Histogram of Object Count by Image

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

all
guitar
clarinet
piano
    68 imgs
    34
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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