Shellfish_Discoloration Computer Vision Model
384 Total Images
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Dataset Split
Train Set 88%
336Images
Valid Set 8%
32Images
Test Set 4%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±12° Vertical
Brightness: Between -5% and +5%
Blur: Up to 1px