test crop 3 Computer Vision Model
5710 Total Images
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Dataset Split
Train Set 94%
5383Images
Valid Set 4%
218Images
Test Set 2%
109Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 7
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -32% and +32%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.81% of pixels