Dataset Analytics

Generated on June 11, 2024 at 2:24 pm.

Number of Images

690

Number of Annotations

1,474

Average Image Size

0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
1,181
red
293
Under Represented
802
red
199
Under Represented
249
red
60
Under Represented
130
red
34
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, 640x480.

Aspect Ratio Distribution

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

wide
690

Annotation Heatmap

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

all
yellow (1,181)
red (293)

Histogram of Object Count by Image

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

all
yellow
red
    192 imgs
    96
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
Count of all objects

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