Dataset Analytics

Generated on August 19, 2023 at 7:03 pm.

Number of Images

140

Number of Annotations

300

Average Image Size

0.32 mp

Median Image Ratio

543x500
wide

Class Balance

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

Classes

all
train
valid
test
183
Under Represented
Under Represented
Under Represented
11
Under Represented
124
Under Represented
Under Represented
Under Represented
8
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
Under Represented
Missing
Under Represented
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.

The purple box indicates the median width by median height image (543x500).

20
120
543px
500px

Aspect Ratio Distribution

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

tall
40
square
21
wide
79

Annotation Heatmap

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

all
sunflower (183)
daffodil (14)
fritillary (13)
lilyvalley (61)
iris (11)
snowdrop (18)

Histogram of Object Count by Image

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

all
sunflower
daffodil
fritillary
lilyvalley
iris
snowdrop
    90 imgs
    45
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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