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retina

Classification

retina Image Dataset

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Versions
2024-04-15 9:37am
v1
Apr 15, 2024
v1

2024-04-15 9:37am

Generated on Apr 15, 2024
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6586 Total Images

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Dataset Split

Train Set 82%
5426Images
Valid Set 12%
772Images
Test Set 6%
388Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels