Dataset Analytics

Generated on February 20, 2024 at 1:46 pm.

Number of Images

1,871

Number of Annotations

13,376

Average Image Size

8.29 mp

Median Image Ratio

3840x2160
wide

Class Balance

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

Classes

all
train
valid
test
can
6,957
2,444
Under Represented
Under Represented
can
6957
2444
Under Represented
Under Represented
can
0
Missing
Missing
Missing
Missing
can
0
Missing
Missing
Missing
Missing

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, 3840x2160.

Aspect Ratio Distribution

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

wide
1,871

Annotation Heatmap

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

all
plastic_bottle (2,644)
non_white_jug (1,331)
milk_jug (2,444)
can (6,957)

Histogram of Object Count by Image

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

all
plastic_bottle
non_white_jug
milk_jug
can
    555 imgs
    277.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
  • 26-28
Count of all objects

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