Parkinsons

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Parkinsons stage detection

Classification

Parkinsons stage detection Image Dataset

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Versions
Basic augmentation
v2
Feb 25, 2023
2023-02-22 11:30pm
v1
Feb 22, 2023
v2

Basic augmentation

Generated on Feb 25, 2023
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1249 Total Images

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Dataset Split

Train Set 87%
1086Images
Valid Set 8%
105Images
Test Set 5%
58Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels