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Glaucoma detection

Classification

Glaucoma detection Image Dataset

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Versions
2024-01-11 2:37pm
v3
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6 months ago
2024-01-11 2:35pm
v2
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6 months ago
2024-01-11 2:32pm
v1
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6 months ago
v3

2024-01-11 2:37pm

Generated on Jan 11, 2024
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822 Total Images

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Dataset Split

Train Set 90%
741Images
Valid Set 6%
51Images
Test Set 4%
30Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images