Dataset Analytics

Generated on May 03, 2024 at 1:33 pm.

Number of Images

250

Number of Annotations

1,945

Average Image Size

50.33 mp

Median Image Ratio

6144x6144
square

Class Balance

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

Classes

all
train
valid
test
410
Under Represented
Under Represented
259
Under Represented
Under Represented
121
Missing
30
Under Represented
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.

The purple box indicates the median width by median height image (6144x6144).

250
> 1024x1024
6144px
6144px

Aspect Ratio Distribution

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

tall
163
wide
87

Annotation Heatmap

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

all
child-mint-leaves (463)
mid-mint-leaves (219)
mature-mint-leaves (591)
weeds (410)
mature-honeysuckle (261)
mid-honeysuckle (1)

Histogram of Object Count by Image

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

all
child-mint-leaves
mid-mint-leaves
mature-mint-leaves
weeds
mature-honeysuckle
mid-honeysuckle
    119 imgs
    59.5
  • 0
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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