Dataset Analytics

Generated on August 13, 2024 at 7:54 pm.

Number of Images

90

Number of Annotations

12,488

Average Image Size

7.99 mp

Median Image Ratio

2448x3264
tall

Class Balance

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

Classes

all
train
valid
test
222
Under Represented
165
Under Represented
35
Under Represented
22
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 (2448x3264).

90
> 1024x1024
2448px
3264px

Aspect Ratio Distribution

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

tall
75
wide
15

Annotation Heatmap

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

all
inventory items (12,266)
bottles (222)

Histogram of Object Count by Image

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

all
inventory items
bottles
    23 imgs
    11.5
  • 1
  • 2-24
  • 25-47
  • 48-70
  • 71-93
  • 94-116
  • 117-139
  • 140-162
  • 163-185
  • 186-208
  • 209-231
Count of all objects

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