Sickle_cell_is Dataset

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2023-02-27 6:50pm
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2023-02-16 5:01pm
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2023-02-15 5:09pm
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2 years ago
2023-02-14 1:19pm
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v2

2023-02-15 5:09pm

Generated on Feb 15, 2023
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828 Total Images

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Dataset Split

Train Set 87%
723Images
Valid Set 8%
68Images
Test Set 4%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -25° and +25°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 25% of images
Hue: Between -50° and +50°
Saturation: Between -44% and +44%
Brightness: Between -31% and +31%
Exposure: Between -30% and +30%
Blur: Up to 4.75px
Noise: Up to 8% of pixels
Mosaic: Applied

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