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diabetic-retinopathy-prang

Classification

diabetic-retinopathy-prang Image Dataset

Versions
2024-05-12 7:44am
v4
·
2 months ago
2024-05-12 12:57am
v3
·
2 months ago
secx batch
v2
·
2 months ago
first batch
v1
·
2 months ago
v4

2024-05-12 7:44am

Generated on May 12, 2024
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4746 Total Images

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Dataset Split

Train Set 87%
4140Images
Valid Set 9%
405Images
Test Set 4%
201Images

Preprocessing

Auto-Orient: Applied
Static Crop: 12-93% Horizontal Region, 17-82% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels