Dataset Analytics

Generated on July 28, 2023 at 5:59 am.

Number of Images

494

Number of Annotations

639

Average Image Size

0.17 mp

Median Image Ratio

416x416
square

Class Balance

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

Classes

all
train
valid
test
272
236
131
Under Represented
190
167
91
Under Represented
51
49
27
Under Represented
31
20
13
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.

All images are the same size, 416x416.

Aspect Ratio Distribution

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

square
494

Annotation Heatmap

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

all
Knife (236)
Person (131)

Histogram of Object Count by Image

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

all
Knife
Person
    370 imgs
    185
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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