msc project Computer Vision Model
1112 Total Images
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Dataset Split
Train Set 60%
669Images
Valid Set 20%
222Images
Test Set 20%
221Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±5° Horizontal, ±5° Vertical
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 5% of pixels