Dataset Analytics

Generated on April 20, 2024 at 12:25 am.

Number of Images

1,159
0 missing annotations
0 null examples

Number of Annotations

1,167
1.0 per image (average)
Across 5 classes

Average Image Size

0.05 mp
from to 0.05 mp
to 0.05 mp

Median Image Ratio

224x224
square

Class Balance

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

Classes

all
train
valid
test
Severe
292
Moderate
233
Doubtful
227
Normal
223
Mild
192
Severe
201
Moderate
162
Doubtful
155
Normal
160
Mild
132
Severe
61
Moderate
48
Doubtful
48
Normal
43
Mild
41
Severe
30
Moderate
23
Doubtful
24
Normal
20
Mild
19

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.

All images are the same size, 224x224.

Aspect Ratio Distribution

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

square
1,158

Annotation Heatmap

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

all
Mild (192)
Severe (292)
Moderate (233)
Doubtful (227)
Normal (223)

Histogram of Object Count by Image

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

all
Mild
Severe
Moderate
Doubtful
Normal
    1156 imgs
    578
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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