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Detection Of Diabetic Retinopathy Using Machine Learning

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Dataset Versions

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Retinopath Dataset 1
v1
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a year ago
v1

Retinopath Dataset 1

Generated on Sep 6, 2023
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6185 Total Images

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Dataset Split

Train Set 82%
5094Images
Valid Set 12%
731Images
Test Set 6%
360Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%

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