Sickle_cell_is Dataset
v4
2023-02-27 6:50pm
Generated on Feb 27, 2023
1615 Total Images
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Dataset Split
Train Set 93%
1510Images
Valid Set 4%
68Images
Test Set 2%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
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