Dataset Analytics

Generated on September 23, 2023 at 2:29 am.

Number of Images

96

Number of Annotations

3,633

Average Image Size

7.83 mp

Median Image Ratio

3046x2572
wide

Class Balance

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

Classes

all
train
valid
test
1,923
Under Represented
Under Represented
Under Represented
1343
Under Represented
Under Represented
Under Represented
386
Under Represented
Under Represented
Under Represented
194
Under Represented
Under Represented
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 (3046x2572).

96
> 1024x1024
3046px
2572px

Aspect Ratio Distribution

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

square
12
wide
84

Annotation Heatmap

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

all
Exudate (1,923)
Dot Blot Heme (1,593)
Flame Heme (26)
Cotton Wool Spot (53)
Boat Heme (38)

Histogram of Object Count by Image

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

all
Exudate
Dot Blot Heme
Flame Heme
Cotton Wool Spot
Boat Heme
    20 imgs
    10
  • 1
  • 2-13
  • 14-25
  • 26-37
  • 38-49
  • 50-61
  • 62-73
  • 74-85
  • 86-97
  • 98-109
  • 110-121
Count of all objects

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