Dataset Analytics

Generated on December 14, 2022 at 8:48 am.

Number of Images

431

Number of Annotations

777

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

544
91
Cap
61
Under Represented
Cup
46
Under Represented
31
Under Represented
Box
2
Under Represented
2
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.

The purple box indicates the median width by median height image (640x480).

431
640px
480px

Aspect Ratio Distribution

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

tall
86
wide
345

Annotation Heatmap

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

all
Butt (544)
Cap (61)
Cup (46)
Wrapper (91)
Bottle (31)
Pipe (2)
Box (2)

Histogram of Object Count by Image

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

all
Butt
Cap
Cup
Wrapper
Bottle
Pipe
Box
    315 imgs
    157.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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