surgical-wound-classification Computer Vision Model
923 Total Images
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Dataset Split
Train Set 82%
760Images
Valid Set 9%
81Images
Test Set 9%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Applied
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Camera Gain: Variance: 0.05