Dataset Analytics

Generated on April 01, 2024 at 11:29 am.

Number of Images

9,945

Number of Annotations

12,678

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
3,697
2,763
1,860
Under Represented
Can
1,808
Under Represented
3697
2763
1860
Under Represented
Can
1808
Under Represented
Missing
0
Missing
Missing
Missing
Can
0
Missing
Missing
0
Missing
Missing
Missing
Can
0
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, 640x640.

Aspect Ratio Distribution

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

square
9,945

Annotation Heatmap

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

all
HDPE (2,763)
PET_Bottle (3,697)
Tetrapak (1,860)
Plastic_wrapper (2,550)
Can (1,808)

Histogram of Object Count by Image

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

all
HDPE
PET_Bottle
Tetrapak
Plastic_wrapper
Can
    8906 imgs
    4453
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
  • 38-41
Count of all objects

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