TakeCareProject Dataset

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2023-11-06 8:31pm
v3
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8 months ago
2023-11-06 7:50pm
v2
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8 months ago
2023-11-06 7:30pm
v1
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8 months ago
v3

2023-11-06 8:31pm

Generated on Nov 6, 2023
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3304 Total Images

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Dataset Split

Train Set 88%
2892Images
Valid Set 8%
275Images
Test Set 4%
137Images

Preprocessing

Auto-Orient: Applied
Static Crop: 21-72% Horizontal Region, 36-69% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -29° and +29°
Shear: ±6° Horizontal, ±25° Vertical
Saturation: Between -47% and +47%
Brightness: Between -21% and +21%
Noise: Up to 6% of pixels